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@article{DBLP:journals/tmlr/0001A24,
author = {Gavin Brown and
Riccardo Ali},
title = {Bias/Variance is not the same as Approximation/Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=4TnFbv16hK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001A24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001C24,
author = {Albert Ziegler and
Pawel Czyz},
title = {Bayesian Quantification with Black-Box Estimators},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ft4kHrOawZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001FMHZRWB24,
author = {Alexander Tong and
Kilian Fatras and
Nikolay Malkin and
Guillaume Huguet and
Yanlei Zhang and
Jarrid Rector{-}Brooks and
Guy Wolf and
Yoshua Bengio},
title = {Improving and generalizing flow-based generative models with minibatch
optimal transport},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=CD9Snc73AW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001FMHZRWB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001S24,
author = {Sebastian Mair and
Jens Sj{\"{o}}lund},
title = {Archetypal Analysis++: Rethinking the Initialization Strategy},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KVUtlM60HM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001YEAJP24,
author = {Jiefeng Chen and
Jinsung Yoon and
Sayna Ebrahimi and
Sercan {\"{O}}. Arik and
Somesh Jha and
Tomas Pfister},
title = {{ASPEST:} Bridging the Gap Between Active Learning and Selective Prediction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3nprbNR3HB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001YEAJP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001Z00KS24,
author = {Zhuosheng Zhang and
Aston Zhang and
Mu Li and
Hai Zhao and
George Karypis and
Alex Smola},
title = {Multimodal Chain-of-Thought Reasoning in Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=y1pPWFVfvR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001Z00KS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/00020MQYXZ24,
author = {Peiran Xu and
Zeyu Wang and
Jieru Mei and
Liangqiong Qu and
Alan L. Yuille and
Cihang Xie and
Yuyin Zhou},
title = {FedConv: Enhancing Convolutional Neural Networks for Handling Data
Heterogeneity in Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bzTfO4mURl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/00020MQYXZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002D24,
author = {Daniel Waxman and
Petar M. Djuric},
title = {Dynamic Online Ensembles of Basis Expansions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aVOzWH1Nc5},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002HL24,
author = {Yue Kang and
Cho{-}Jui Hsieh and
Thomas C. M. Lee},
title = {Online Continuous Hyperparameter Optimization for Generalized Linear
Contextual Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lQE2AcbYge},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002HL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002KPMB24,
author = {Jonathan Lee and
Weihao Kong and
Aldo Pacchiano and
Vidya Muthukumar and
Emma Brunskill},
title = {Estimating Optimal Policy Value in Linear Contextual Bandits Beyond
Gaussianity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RUNiIDU8P7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002KPMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002STG24,
author = {Zheyuan Liu and
Weixuan Sun and
Damien Teney and
Stephen Gould},
title = {Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal
Encoder},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fJAwemcvpL},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002STG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0002Z0024,
author = {Fang Kong and
Xiangcheng Zhang and
Baoxiang Wang and
Shuai Li},
title = {Improved Regret Bounds for Linear Adversarial MDPs via Linear Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KcmWZSk53y},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0002Z0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/000300X24,
author = {Wei Duan and
Jie Lu and
Yu Guang Wang and
Junyu Xuan},
title = {Layer-diverse Negative Sampling for Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WOrdoKbxh6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/000300X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0003SS024,
author = {Haoxiang Wang and
Haozhe Si and
Huajie Shao and
Han Zhao},
title = {Enhancing Compositional Generalization via Compositional Feature Alignment},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=k3d5C0YvfK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0003SS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0004KKAZ24,
author = {Qitong Wang and
Georgios Kollias and
Vasileios Kalantzis and
Naoki Abe and
Mohammed J. Zaki},
title = {Directed Graph Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=otTFPjziiK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0004KKAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0006J0SJL24,
author = {Haoxiang Wang and
Zhanhong Jiang and
Chao Liu and
Soumik Sarkar and
Dongxiang Jiang and
Young M. Lee},
title = {Asynchronous Training Schemes in Distributed Learning with Time Delay},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zOGJxw07Z6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0006J0SJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/000824,
author = {Tong Wu},
title = {Online Tensor Max-Norm Regularization via Stochastic Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1iDpP3GWmS},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/000824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0011XZ24,
author = {Yi Shen and
Pan Xu and
Michael M. Zavlanos},
title = {Wasserstein Distributionally Robust Policy Evaluation and Learning
for Contextual Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=NmpjDHWIvg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0011XZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0015YJ24,
author = {Meng Liu and
Haiyang Yu and
Shuiwang Ji},
title = {Empowering GNNs via Edge-Aware Weisfeiler-Leman Algorithm},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=VDy6LgErFM},
timestamp = {Fri, 14 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/0015YJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0016MHP024,
author = {Han Wang and
Aritra Mitra and
Hamed Hassani and
George J. Pappas and
James Anderson},
title = {Federated {TD} Learning with Linear Function Approximation under Environmental
Heterogeneity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=hdQspgyFrk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0016MHP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0025ZC0L24,
author = {Yuan Liu and
Songyang Zhang and
Jiacheng Chen and
Kai Chen and
Dahua Lin},
title = {PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qyfz0QrkqP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0025ZC0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0026LZLFZ024,
author = {Xiao Li and
Sheng Liu and
Jinxin Zhou and
Xinyu Lu and
Carlos Fernandez{-}Granda and
Zhihui Zhu and
Qing Qu},
title = {Understanding and Improving Transfer Learning of Deep Models via Neural
Collapse},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=o8r84MzTQB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0026LZLFZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0068XZ24,
author = {Yue Wang and
Jinjun Xiong and
Shaofeng Zou},
title = {Achieving the Asymptotically Minimax Optimal Sample Complexity of
Offline Reinforcement Learning: {A} DRO-Based Approach},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Y7FbGcjOuD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0068XZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0112BCZSS24,
author = {Jing Wang and
Wonho Bae and
Jiahong Chen and
Kuangen Zhang and
Leonid Sigal and
Clarence W. de Silva},
title = {What Has Been Overlooked in Contrastive Source-Free Domain Adaptation:
Leveraging Source-Informed Latent Augmentation within Neighborhood
Context},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iulMde3dP1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0112BCZSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0119ESAS24,
author = {Bo Li and
Yasin Esfandiari and
Mikkel N. Schmidt and
Tommy Sonne Alstr{\o}m and
Sebastian U. Stich},
title = {Synthetic data shuffling accelerates the convergence of federated
learning under data heterogeneity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=c5o4HUypqm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0119ESAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Abbott24,
author = {Vincent Abbott},
title = {Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation,
and Analysis of Deep Learning Architectures},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RyZB4qXEgt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Abbott24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AbeBPC24,
author = {Taiga Abe and
Estefany Kelly Buchanan and
Geoff Pleiss and
John P. Cunningham},
title = {Pathologies of Predictive Diversity in Deep Ensembles},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TQfQUksaC8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AbeBPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AbrevayaRGPRDCD24,
author = {Germ{\'{a}}n Abrevaya and
Mahta Ramezanian{-}Panahi and
Jean{-}Christophe Gagnon{-}Audet and
Pablo Polosecki and
Irina Rish and
Silvina Ponce Dawson and
Guillermo A. Cecchi and
Guillaume Dumas},
title = {Effective Latent Differential Equation Models via Attention and Multiple
Shooting},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uxNfN2PU1W},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AbrevayaRGPRDCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Abushaqra0RS24,
author = {Futoon M. Abushaqra and
Hao Xue and
Yongli Ren and
Flora D. Salim},
title = {SeqLink: {A} Robust Neural-ODE Architecture for Modelling Partially
Observed Time Series},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WCUT6leXKf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Abushaqra0RS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AchddouCG24,
author = {Juliette Achddou and
Olivier Capp{\'{e}} and
Aur{\'{e}}lien Garivier},
title = {Stochastic Direct Search Methods for Blind Resource Allocation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=m1OXBLH0dH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AchddouCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AdaloglouMKK24,
author = {Nikolas Adaloglou and
Felix Michels and
Tim Kaiser and
Markus Kollmann},
title = {Adapting Contrastive Language-Image Pretrained {(CLIP)} Models for
Out-of-Distribution Detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YCgX7sJRF1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AdaloglouMKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Aggarwal24,
author = {Ashwani Aggarwal},
title = {Convergence Analysis of Fractional Gradient Descent},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=OycfV3Mhfq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Aggarwal24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AgrawalPGL24,
author = {Ayush Agrawal and
Raghav Prabhakar and
Anirudh Goyal and
Dianbo Liu},
title = {Physical Reasoning and Object Planning for Household Embodied Agents},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xYkdmEGhIM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AgrawalPGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AhrensL0W24,
author = {Kyra Ahrens and
Hans Hergen Lehmann and
Jae Hee Lee and
Stefan Wermter},
title = {Read Between the Layers: Leveraging Multi-Layer Representations for
Rehearsal-Free Continual Learning with Pre-Trained Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZTcxp9xYr2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AhrensL0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AitchisonG24,
author = {Laurence Aitchison and
Stoil Ganev},
title = {InfoNCE is variational inference in a recognition parameterised model},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=chbRsWwjax},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AitchisonG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlbalakEXLL0MHP24,
author = {Alon Albalak and
Yanai Elazar and
Sang Michael Xie and
Shayne Longpre and
Nathan Lambert and
Xinyi Wang and
Niklas Muennighoff and
Bairu Hou and
Liangming Pan and
Haewon Jeong and
Colin Raffel and
Shiyu Chang and
Tatsunori Hashimoto and
William Yang Wang},
title = {A Survey on Data Selection for Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=XfHWcNTSHp},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlbalakEXLL0MHP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlkhalefiLZ24,
author = {Mohammad Alkhalefi and
Georgios Leontidis and
Mingjun Zhong},
title = {Semantic Positive Pairs for Enhancing Visual Representation Learning
of Instance Discrimination methods},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=z5AXLMBWdU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlkhalefiLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlmansooriH024,
author = {Abdulla Jasem Almansoori and
Samuel Horv{\'{a}}th and
Martin Tak{\'{a}}c},
title = {PaDPaF: Partial Disentanglement with Partially-Federated GANs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vsez76EAV8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlmansooriH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlomraniB0C24,
author = {Mohammad Ali Alomrani and
Mahdi Biparva and
Yingxue Zhang and
Mark Coates},
title = {DyG2Vec: Efficient Representation Learning for Dynamic Graphs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YRKS2J0x36},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlomraniB0C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Alvarez-Gonzalez24,
author = {Nurudin Alvarez{-}Gonzalez and
Andreas Kaltenbrunner and
Vicen{\c{c}} G{\'{o}}mez},
title = {Improving Subgraph-GNNs via Edge-Level Ego-Network Encodings},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=N0Sc0KY0AH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Alvarez-Gonzalez24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AlvesLJSLSFB24,
author = {Jean V. Alves and
Diogo Leit{\~{a}}o and
S{\'{e}}rgio M. Jesus and
Marco O. P. Sampaio and
Javier Li{\'{e}}bana and
Pedro Saleiro and
M{\'{a}}rio A. T. Figueiredo and
Pedro Bizarro},
title = {Cost-Sensitive Learning to Defer to Multiple Experts with Workload
Constraints},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TAvGZm2Rqb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AlvesLJSLSFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AndersonMWWM24,
author = {Maxwell G. Anderson and
Shi{-}Yuan Ma and
Tianyu Wang and
Logan G. Wright and
Peter L. McMahon},
title = {Optical Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Xxw0edFFQC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AndersonMWWM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AnderssonHKT24,
author = {William Andersson and
Jakob Heiss and
Florian Krach and
Josef Teichmann},
title = {Extending Path-Dependent NJ-ODEs to Noisy Observations and a Dependent
Observation Framework},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=0T2OTVCCC1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AnderssonHKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ArnalHCLKIC24,
author = {Charles Arnal and
Felix Hensel and
Mathieu Carri{\`{e}}re and
Th{\'{e}}o Lacombe and
Hiroaki Kurihara and
Yuichi Ike and
Fr{\'{e}}d{\'{e}}ric Chazal},
title = {MAGDiff: Covariate Data Set Shift Detection via Activation Graphs
of Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kxHIK4x8qc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ArnalHCLKIC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AronssonC24,
author = {Linus Aronsson and
Morteza Haghir Chehreghani},
title = {Correlation Clustering with Active Learning of Pairwise Similarities},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ryf1TVCjBz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AronssonC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ArtsFB24,
author = {Marloes Arts and
Jes Frellsen and
Wouter Boomsma},
title = {Internal-Coordinate Density Modelling of Protein Structure: Covariance
Matters},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9XRZtZRmEB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ArtsFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AsthanaCDOB24,
author = {Rohan Asthana and
Joschua Conrad and
Youssef Dawoud and
Maurits Ortmanns and
Vasileios Belagiannis},
title = {Multi-conditioned Graph Diffusion for Neural Architecture Search},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=5VotySkajV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AsthanaCDOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Azizzadenesheli24,
author = {Kamyar Azizzadenesheli and
William Lu and
Anuran Makur and
Qian Zhang},
title = {Sparse Contextual {CDF} Regression},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=AIc48TjuSt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Azizzadenesheli24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BaiKH24,
author = {Site Bai and
Chuyang Ke and
Jean Honorio},
title = {On the Dual Problem of Convexified Convolutional Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=0yMuNezwJ1},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BaiKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BalcanB24,
author = {Maria{-}Florina Balcan and
Hedyeh Beyhaghi},
title = {New Guarantees for Learning Revenue Maximizing Menus of Lotteries
and Two-Part Tariffs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mhawjZcmrJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BalcanB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BallesSA24,
author = {Lukas Balles and
Prabhu Teja Sivaprasad and
C{\'{e}}dric Archambeau},
title = {On the Choice of Learning Rate for Local {SGD}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DPvwr4HJdt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BallesSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BantDED24,
author = {Wouter Bant and
{\'{A}}d{\'{a}}m Div{\'{a}}k and
Jasper Eppink and
Floris Six Dijkstra},
title = {On the Reproducibility of: "Learning Perturbations to Explain Time
Series Predictions"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nPZgtpfgIx},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BantDED24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BarbanoALHJK24,
author = {Riccardo Barbano and
Javier Antor{\'{a}}n and
Johannes Leuschner and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Bangti Jin and
Zeljko Kereta},
title = {Image Reconstruction via Deep Image Prior Subspaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=torWsEui9N},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BarbanoALHJK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BarikH24,
author = {Adarsh Barik and
Jean Honorio},
title = {Recovering Exact Support in Federated lasso without Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JdXzKSyqbH},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BarikH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BauerleMKIK24,
author = {Kai B{\"{a}}uerle and
Patrick M{\"{u}}ller and
Syed Muhammad Kazim and
Ivo Ihrke and
Margret Keuper},
title = {Learning the essential in less than 2k additional weights - a simple
approach to improve image classification stability under corruptions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=i2SuGWtIIm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BauerleMKIK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BeckhamP0P24,
author = {Christopher Beckham and
Alexandre Pich{\'{e}} and
David V{\'{a}}zquez and
Christopher Pal},
title = {Exploring validation metrics for offline model-based optimisation
with diffusion models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wC4ZID0H9a},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BeckhamP0P24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BelhadjiG24,
author = {Ayoub Belhadji and
R{\'{e}}mi Gribonval},
title = {Sketch and shift: a robust decoder for compressive clustering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6rWuWbVmgz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BelhadjiG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BenthamSM24,
author = {Oliver Bentham and
Nathan Stringham and
Ana Marasovic},
title = {Chain-of-Thought Unfaithfulness as Disguised Accuracy},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ydcrP55u2e},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BenthamSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BentonDD24,
author = {Joe Benton and
George Deligiannidis and
Arnaud Doucet},
title = {Error Bounds for Flow Matching Methods},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uqQPyWFDhY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BentonDD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BerahasRR24,
author = {Albert S. Berahas and
Lindon Roberts and
Fred Roosta},
title = {Non-Uniform Smoothness for Gradient Descent},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=17ESEjETbP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BerahasRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BernerRU24,
author = {Julius Berner and
Lorenz Richter and
Karen Ullrich},
title = {An optimal control perspective on diffusion-based generative modeling},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oYIjw37pTP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BernerRU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BertsimasDP24,
author = {Dimitris Bertsimas and
Arthur Delarue and
Jean Pauphilet},
title = {Simple Imputation Rules for Prediction with Missing Data: Theoretical
Guarantees vs. Empirical Performance},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=IKH5ziX9dk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BertsimasDP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BhatRAZ24,
author = {Prashant Shivaram Bhat and
Bharath Renjith and
Elahe Arani and
Bahram Zonooz},
title = {IMEX-Reg: Implicit-Explicit Regularization in the Function Space for
Continual Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=p1a6ruIZCT},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BhatRAZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BianT24,
author = {Jie Bian and
Vincent Y. F. Tan},
title = {Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wE9kpJSemv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BianT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BiparvaKF024,
author = {Mahdi Biparva and
Raika Karimi and
Faezeh Faez and
Yingxue Zhang},
title = {Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware
Tokenization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nAQSUqEspb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BiparvaKF024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BlancardE24,
author = {Bruno R{\'{e}}galdo{-}Saint Blancard and
Michael Eickenberg},
title = {Statistical Component Separation for Targeted Signal Recovery in Noisy
Mixtures},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=OUWG6O4yo9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BlancardE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BlandinK24,
author = {Jack Blandin and
Ian A. Kash},
title = {Group Fairness in Reinforcement Learning via Multi-Objective Rewards},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cueEUSG7lE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BlandinK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BluecherVS24,
author = {Stefan Bluecher and
Johanna Vielhaben and
Nils Strodthoff},
title = {Decoupling Pixel Flipping and Occlusion Strategy for Consistent {XAI}
Benchmarks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bIiLXdtUVM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BluecherVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BogetGK24,
author = {Yoann Boget and
Magda Gregorova and
Alexandros Kalousis},
title = {Discrete Graph Auto-Encoder},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bZ80b0wb9d},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BogetGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BoldtM24,
author = {Brendon Boldt and
David R. Mortensen},
title = {A Review of the Applications of Deep Learning-Based Emergent Communication},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jesKcQxQ7j},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BoldtM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BousmalisVRDLVD24,
author = {Konstantinos Bousmalis and
Giulia Vezzani and
Dushyant Rao and
Coline Manon Devin and
Alex X. Lee and
Maria Bauz{\'{a}} Villalonga and
Todor Davchev and
Yuxiang Zhou and
Agrim Gupta and
Akhil Raju and
Antoine Laurens and
Claudio Fantacci and
Valentin Dalibard and
Martina Zambelli and
Murilo Fernandes Martins and
Rugile Pevceviciute and
Michiel Blokzijl and
Misha Denil and
Nathan Batchelor and
Thomas Lampe and
Emilio Parisotto and
Konrad Zolna and
Scott E. Reed and
Sergio G{\'{o}}mez Colmenarejo and
Jon Scholz and
Abbas Abdolmaleki and
Oliver Groth and
Jean{-}Baptiste Regli and
Oleg Sushkov and
Thomas Roth{\"{o}}rl and
Jos{\'{e}} Enrique Chen and
Yusuf Aytar and
Dave Barker and
Joy Ortiz and
Martin A. Riedmiller and
Jost Tobias Springenberg and
Raia Hadsell and
Francesco Nori and
Nicolas Heess},
title = {RoboCat: {A} Self-Improving Generalist Agent for Robotic Manipulation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vsCpILiWHu},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BousmalisVRDLVD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Boustany24,
author = {Ryan Boustany},
title = {On the numerical reliability of nonsmooth autodiff: a MaxPool case
study},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=142xsInVfp},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Boustany24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BoytsovPSNKRN24,
author = {Leonid Boytsov and
Preksha Patel and
Vivek Sourabh and
Riddhi Nisar and
Sayani Kundu and
Ramya Ramanathan and
Eric Nyberg},
title = {InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=sHSKFYyINO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BoytsovPSNKRN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Boza24,
author = {Vladim{\'{\i}}r Boza},
title = {Fast and Effective Weight Update for Pruned Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1hcpXd9Jir},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Boza24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BundeleBBG24,
author = {Valay Bundele and
Mahesh Bhupati and
Biplab Banerjee and
Aditya Grover},
title = {Scaling Vision-and-Language Navigation With Offline {RL}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kPIU8PnJPo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BundeleBBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ButeraCFA24,
author = {Luca Butera and
Andrea Cini and
Alberto Ferrante and
Cesare Alippi},
title = {Object-Centric Relational Representations for Image Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7kWjB9zW90},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ButeraCFA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BystrovaAADGT24,
author = {Daria Bystrova and
Charles K. Assaad and
Julyan Arbel and
Emilie Devijver and
{\'{E}}ric Gaussier and
Wilfried Thuiller},
title = {Causal Discovery from Time Series with Hybrids of Constraint-Based
and Noise-Based Algorithms},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PGLbZpVk2n},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BystrovaAADGT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/C24,
author = {Barath Chandran C.},
title = {[Re] {CUDA:} Curriculum of Data Augmentation for Long-tailed Recognition},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Wm6d44I8St},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Calvo-OrdonezCH24,
author = {Sergio Calvo{-}Ordo{\~{n}}ez and
Chun{-}Wun Cheng and
Jiahao Huang and
Lipei Zhang and
Guang Yang and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Angelica I. Avil{\'{e}}s{-}Rivero},
title = {The Missing {U} for Efficient Diffusion Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Y4YWzBiTEV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Calvo-OrdonezCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CarannanteB0M24,
author = {Giuseppina Carannante and
Nidhal Bouaynaya and
Ghulam Rasool and
Lyudmila Mihaylova},
title = {BaSIS-Net: From Point Estimate to Predictive Distribution in Neural
Networks - {A} Bayesian Sequential Importance Sampling Framework},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=V92PnXQ7UW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CarannanteB0M24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CarvalhoV24,
author = {Miguel de Carvalho and
Gabriel Martos Venturini},
title = {Uncovering Sets of Maximum Dissimilarity on Random Process Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ntWCJrlDD8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CarvalhoV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CayciH024,
author = {Semih Cayci and
Niao He and
R. Srikant},
title = {Finite-Time Analysis of Entropy-Regularized Neural Natural Actor-Critic
Algorithm},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BkEqk7pS1I},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CayciH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Cesa-BianchiCV24,
author = {Nicol{\`{o}} Cesa{-}Bianchi and
Tommaso Cesari and
Riccardo Della Vecchia},
title = {Cooperative Online Learning with Feedback Graphs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PtNyIboDIG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Cesa-BianchiCV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChakarIJT24,
author = {Berkay Chakar and
Amina Izbassar and
Mina Janicijevic and
Jakub Tomaszewski},
title = {Reproducibility Study: Equal Improvability: {A} New Fairness Notion
Considering the Long-Term Impact},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Yj8fUQGXXL},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChakarIJT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChakrabortySPD24,
author = {Omprakash Chakraborty and
Aadarsh Sahoo and
Rameswar Panda and
Abir Das},
title = {{XPL:} {A} Cross-Model framework for Semi-Supervised Prompt Learning
in Vision-Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oxAZv3QD6M},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChakrabortySPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChandraTR24,
author = {Prafulla Chandra and
Andrew Thangaraj and
Nived Rajaraman},
title = {How good is Good-Turing for Markov samples?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KokkP2nQ24},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChandraTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChardDSC024,
author = {Tim Chard and
Mark Dras and
Paul F. Sowman and
Steve Cassidy and
Jia Wu},
title = {Temporally Rich Deep Learning Models for Magnetoencephalography},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zSeoG5dRHK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChardDSC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChaytiK24,
author = {El Mahdi Chayti and
Sai Praneeth Karimireddy},
title = {Optimization with Access to Auxiliary Information},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kxYqgSkH8I},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChaytiK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChazalFGJ0S24,
author = {Fr{\'{e}}d{\'{e}}ric Chazal and
Laure Ferraris and
Pablo Groisman and
Matthieu Jonckheere and
Fr{\'{e}}d{\'{e}}ric Pascal and
Facundo Sapienza},
title = {Choosing the parameter of the Fermat distance: navigating geometry
and noise},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jDRNEoxVc7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChazalFGJ0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CheemaR24,
author = {Talay M. Cheema and
Carl Edward Rasmussen},
title = {Integrated Variational Fourier Features for Fast Spatial Modelling
with Gaussian Processes},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PtBzWCaCYB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CheemaR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Chen0IGW24,
author = {Jiuhai Chen and
Jonas Mueller and
Vassilis N. Ioannidis and
Tom Goldstein and
David Wipf},
title = {Graph Neural Networks Formed via Layer-wise Ensembles of Heterogeneous
Base Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=LO02YHxrxd},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Chen0IGW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenAGVG24,
author = {Brian Chen and
Doruk Aksoy and
David J. Gorsich and
Shravan K. Veerapaneni and
Alex A. Gorodetsky},
title = {Low-Rank Tensor-Network Encodings for Video-to-Action Behavioral Cloning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=w4DXLzBPPw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenAGVG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenBGA24,
author = {Xuxing Chen and
Krishna Balasubramanian and
Promit Ghosal and
Bhavya Agrawalla},
title = {From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic
Regression},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Wiklo5VpG7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenBGA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenKF24,
author = {Dingfan Chen and
Raouf Kerkouche and
Mario Fritz},
title = {A Unified View of Differentially Private Deep Generative Modeling},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YgmBD2c9qX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenLYVTB0Y24,
author = {Honglin Chen and
Wanhee Lee and
Hong{-}Xing Yu and
Rahul Mysore Venkatesh and
Joshua B. Tenenbaum and
Daniel Bear and
Jiajun Wu and
Daniel L. K. Yamins},
title = {Unsupervised 3D Scene Representation Learning via Movable Object Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1QjCzP0KIw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenLYVTB0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenPPPZBC24,
author = {Angelica Chen and
Jason Phang and
Alicia Parrish and
Vishakh Padmakumar and
Chen Zhao and
Samuel R. Bowman and
Kyunghyun Cho},
title = {Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=5nBqY1y96B},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenPPPZBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenSCKCBCP24,
author = {Angelica Chen and
J{\'{e}}r{\'{e}}my Scheurer and
Jon Ander Campos and
Tomasz Korbak and
Jun Shern Chan and
Samuel R. Bowman and
Kyunghyun Cho and
Ethan Perez},
title = {Learning from Natural Language Feedback},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xo3hI5MwvU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenSCKCBCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenWYLZ24,
author = {Zhuotong Chen and
Zihu Wang and
Yifan Yang and
Qianxiao Li and
Zheng Zhang},
title = {{PID} Control-Based Self-Healing to Improve the Robustness of Large
Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Fu4mwB0XIU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenWYLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChengRLCSA24,
author = {Chun{-}Wun Cheng and
Christina Runkel and
Lihao Liu and
Raymond H. Chan and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Angelica I. Avil{\'{e}}s{-}Rivero},
title = {Continuous U-Net: Faster, Greater and Noiseless},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ongi2oe3Fr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChengRLCSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChoJ0SJ24,
author = {Yae Jee Cho and
Divyansh Jhunjhunwala and
Tian Li and
Virginia Smith and
Gauri Joshi},
title = {Maximizing Global Model Appeal in Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8GI1SXqJBk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChoJ0SJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChoSLMYLLSP024,
author = {Jaewoong Cho and
Kartik Sreenivasan and
Keon Lee and
Kyunghoo Mun and
Soheun Yi and
Jeong{-}Gwan Lee and
Anna Lee and
Jy{-}yong Sohn and
Dimitris Papailiopoulos and
Kangwook Lee},
title = {Mini-Batch Optimization of Contrastive Loss},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Nux7OVXpJ9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChoSLMYLLSP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChoiT0YKF24,
author = {Caroline Choi and
Fahim Tajwar and
Yoonho Lee and
Huaxiu Yao and
Ananya Kumar and
Chelsea Finn},
title = {Conservative Prediction via Data-Driven Confidence Minimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QPuxjsjKCP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChoiT0YKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChoudharyAS024,
author = {Sakshi Choudhary and
Sai Aparna Aketi and
Gobinda Saha and
Kaushik Roy},
title = {CoDeC: Communication-Efficient Decentralized Continual Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=N05OnQG1BA},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChoudharyAS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChowdhuryMDZM0C24,
author = {Somnath Basu Roy Chowdhury and
Nicholas Monath and
Kumar Avinava Dubey and
Manzil Zaheer and
Andrew McCallum and
Amr Ahmed and
Snigdha Chaturvedi},
title = {Incremental Extractive Opinion Summarization Using Cover Trees},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=IzmLJ1t49R},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChowdhuryMDZM0C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChuckBAZN24,
author = {Caleb Chuck and
Kevin Black and
Aditya Arjun and
Yuke Zhu and
Scott Niekum},
title = {Granger Causal Interaction Skill Chains},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iA2KQyoun1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChuckBAZN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ClericiLC24,
author = {Giulia Clerici and
Pierre Laforgue and
Nicol{\`{o}} Cesa{-}Bianchi},
title = {Linear Bandits with Memory},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=CrpDwMFgxr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ClericiLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ClericoG24,
author = {Eugenio Clerico and
Benjamin Guedj},
title = {A note on regularised {NTK} dynamics with an application to PAC-Bayesian
training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=2la55BeWwy},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ClericoG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Cohen-KarlikRF24,
author = {Edo Cohen{-}Karlik and
Eyal Rozenberg and
Daniel Freedman},
title = {Overcoming Order in Autoregressive Graph Generation for Molecule Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BK6Gc10tRy},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Cohen-KarlikRF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CouaironRHT24,
author = {Paul Couairon and
Cl{\'{e}}ment Rambour and
Jean{-}Emmanuel Haugeard and
Nicolas Thome},
title = {VidEdit: Zero-Shot and Spatially Aware Text-Driven Video Editing},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=i02A009I5a},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CouaironRHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CrespoT24,
author = {Thomas Rodrigues Crespo and
Jun{-}nosuke Teramae},
title = {Smoothed Robustness Analysis: Bridging worst- and average-case robustness
analyses via smoothed analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BogwFMz5tU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CrespoT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/CunegattiFBI24,
author = {Elia Cunegatti and
Matteo Farina and
Doina Bucur and
Giovanni Iacca},
title = {Understanding Sparse Neural Networks from their Topology via Multipartite
Graph Representations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Egb0tUZnOY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/CunegattiFBI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DanielT24,
author = {Tal Daniel and
Aviv Tamar},
title = {{DDLP:} Unsupervised Object-centric Video Prediction with Deep Dynamic
Latent Particles},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Wqn8zirthg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DanielT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DavydovSSCSF24,
author = {Andrey Davydov and
Alexey Sidnev and
Artsiom Sanakoyeu and
Yuhua Chen and
Mathieu Salzmann and
Pascal Fua},
title = {Using Motion Cues to Supervise Single-frame Body Pose {\&} Shape
Estimation in Low Data Regimes},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fUhOb14sQv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DavydovSSCSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Demange-ChrystB24,
author = {Julien Demange{-}Chryst and
Fran{\c{c}}ois Bachoc and
J{\'{e}}r{\^{o}}me Morio and
Timoth{\'{e}} Krauth},
title = {Variational autoencoder with weighted samples for high-dimensional
non-parametric adaptive importance sampling},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nzG9KGssSe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Demange-ChrystB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DengKSA24,
author = {Zhongying Deng and
Rihuan Ke and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Angelica I. Avil{\'{e}}s{-}Rivero},
title = {NorMatch: Matching Normalizing Flows with Discriminative Classifiers
for Semi-Supervised Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ebiAFpQ0Lw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DengKSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DeoraGTT24,
author = {Puneesh Deora and
Rouzbeh Ghaderi and
Hossein Taheri and
Christos Thrampoulidis},
title = {On the Optimization and Generalization of Multi-head Attention},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wTGjn7JvYK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DeoraGTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DeshpandeGNB24,
author = {Sameer K. Deshpande and
Soumya Ghosh and
Tin D. Nguyen and
Tamara Broderick},
title = {Are you using test log-likelihood correctly?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=n2YifD4Dxo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DeshpandeGNB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DeutschmannRM24,
author = {Nicolas Deutschmann and
Mattia Rigotti and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
title = {Adaptive Conformal Regression with Split-Jackknife+ Scores},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1fbTGC3BUD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DeutschmannRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DhawanMCGD24,
author = {Nikita Dhawan and
Nicole Mitchell and
Zachary Charles and
Zachary Garrett and
Gintare Karolina Dziugaite},
title = {Leveraging Function Space Aggregation for Federated Learning at Scale},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ytp9KFKZfZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DhawanMCGD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DhuliawalaSA24,
author = {Shehzaad Zuzar Dhuliawala and
Mrinmaya Sachan and
Carl Allen},
title = {Variational Classification: {A} Probabilistic Generalization of the
Softmax Classifier},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EWv9XGOpB3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DhuliawalaSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DoorenbosMSM24,
author = {Lars Doorenbos and
Pablo M{\'{a}}rquez{-}Neila and
Raphael Sznitman and
Pascal Mettes},
title = {Hyperbolic Random Forests},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=pjKcIzvXWR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DoorenbosMSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Dumoulin0CLD24,
author = {Vincent Dumoulin and
Daniel D. Johnson and
Pablo Samuel Castro and
Hugo Larochelle and
Yann N. Dauphin},
title = {A density estimation perspective on learning from pairwise human preferences},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YH3oERVYjF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Dumoulin0CLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Duong0ZZH0S24,
author = {Viet Duong and
Qiong Wu and
Zhengyi Zhou and
Eric Zavesky and
Wen{-}Ling Hsu and
Han Zhao and
Huajie Shao},
title = {A General-Purpose Multi-Modal {OOD} Detection Framework},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nYzws7sSzo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Duong0ZZH0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DuranthonZ24,
author = {O. Duranthon and
Lenka Zdeborov{\'{a}}},
title = {Optimal Inference in Contextual Stochastic Block Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Pe6hldOUkw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DuranthonZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DurasovDLF24,
author = {Nikita Durasov and
Nik Dorndorf and
Hieu Le and
Pascal Fua},
title = {ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step
Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QSvb6jBXML},
timestamp = {Tue, 26 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/DurasovDLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DushatskiyJSI24,
author = {Arkadiy Dushatskiy and
Esther Julien and
Leen Stougie and
Leo van Iersel},
title = {Solving the Tree Containment Problem Using Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nK5MazeIpn},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DushatskiyJSI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/DuttaSC024,
author = {Subhabrata Dutta and
Joykirat Singh and
Soumen Chakrabarti and
Tanmoy Chakraborty},
title = {How to think step-by-step: {A} mechanistic understanding of chain-of-thought
reasoning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uHLDkQVtyC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/DuttaSC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ErbacherNPS24,
author = {Pierre Erbacher and
Jian{-}Yun Nie and
Philippe Preux and
Laure Soulier},
title = {Augmenting Ad-Hoc {IR} Dataset for Interactive Conversational Search},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=z8d7nT1HWw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ErbacherNPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/EsserMG24,
author = {Pascal Mattia Esser and
Satyaki Mukherjee and
Debarghya Ghoshdastidar},
title = {Representation Learning Dynamics of Self-Supervised Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QXLKnrymE1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/EsserMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FallahHJR24,
author = {Kion Fallah and
Alec Helbling and
Kyle A. Johnsen and
Christopher John Rozell},
title = {Manifold Contrastive Learning with Variational Lie Group Operators},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lVE1VeGQwg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FallahHJR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FanCSA24,
author = {Jiapeng Fan and
Luke Cadigan and
Paulius Skaisgiris and
Sebastian Uriel Arias},
title = {Reproducibility Study of "Learning Perturbations to Explain Time Series
Predictions"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fCNqD2IuoD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FanCSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FanHW24,
author = {Zhou Fan and
Xinran Han and
Zi Wang},
title = {Transfer Learning for Bayesian Optimization on Heterogeneous Search
Spaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=emXh4M7TyH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FanHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FangXTH0QSF24,
author = {Xi Fang and
Weijie Xu and
Fiona Anting Tan and
Ziqing Hu and
Jiani Zhang and
Yanjun Qi and
Srinivasan H. Sengamedu and
Christos Faloutsos},
title = {Large Language Models (LLMs) on Tabular Data: Prediction, Generation,
and Understanding - {A} Survey},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=IZnrCGF9WI},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FangXTH0QSF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FawkesHES24,
author = {Jake Fawkes and
Robert Hu and
Robin J. Evans and
Dino Sejdinovic},
title = {Doubly Robust Kernel Statistics for Testing Distributional Treatment
Effects},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=5g5zFVj33K},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FawkesHES24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Fazzone0B24,
author = {Adriano Fazzone and
Yanhao Wang and
Francesco Bonchi},
title = {Fair Representation in Submodular Subset Selection: {A} Pareto Optimization
Approach},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=0Hm01Vc8zT},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Fazzone0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FelicioniMGC24,
author = {Nicol{\`{o}} Felicioni and
Lucas Maystre and
Sina Ghiassian and
Kamil Ciosek},
title = {On the Importance of Uncertainty in Decision-Making with Large Language
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YfPzUX6DdO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FelicioniMGC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FengBBA24,
author = {Clio Feng and
Colin Bot and
Bart den Boef and
Bart Aaldering},
title = {Reproducibility Study of "Explaining {RL} Decisions with Trajectories"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JQoWmeNaC2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FengBBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FengBK24,
author = {Zhili Feng and
Anna Bair and
J. Zico Kolter},
title = {Text Descriptions are Compressive and Invariant Representations for
Visual Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=spo705Fyv0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FengBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FeriancBHR24,
author = {Martin Ferianc and
Ondrej Bohdal and
Timothy M. Hospedales and
Miguel R. D. Rodrigues},
title = {Navigating Noise: {A} Study of How Noise Influences Generalisation
and Calibration of Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zn3fB4VVF0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FeriancBHR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FernandezMMP24,
author = {Daniel Gallo Fern{\'{a}}ndez and
Razvan{-}Andrei Matisan and
Alejandro Monroy Mu{\~{n}}oz and
Janusz Partyka},
title = {Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=d3Vj360Wi2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FernandezMMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FilstroffSMTKK24,
author = {Louis Filstroff and
Iiris Sundin and
Petrus Mikkola and
Aleksei Tiulpin and
Juuso Kylm{\"{a}}oja and
Samuel Kaski},
title = {Targeted Active Learning for Bayesian Decision-Making},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KxPjuiMgmm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FilstroffSMTKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FletcherKSVA24,
author = {Luan Fletcher and
Robert van der Klis and
Martin Sedl{\'{a}}cek and
Stefan Vasilev and
Christos Athanasiadis},
title = {Reproducibility study of "LICO: Explainable Models with Language-Image
Consistency"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Mf1H8X5DVb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FletcherKSVA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FreibergerKILR24,
author = {Matthias Freiberger and
Peter Kun and
Christian Igel and
Anders Sundnes L{\o}vlie and
Sebastian Risi},
title = {Fooling Contrastive Language-Image Pre-Trained Models with CLIPMasterPrints},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZFZnvGXXMm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FreibergerKILR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FrickAGGMZR24,
author = {Thomas Frick and
Diego Antognini and
Ioana Giurgiu and
Benjamin F. Grewe and
Cristiano Malossi and
Rong J. B. Zhu and
Mattia Rigotti},
title = {{MC} Layer Normalization for calibrated uncertainty in Deep Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bG3ICt3E0C},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FrickAGGMZR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FuruyaOSS24,
author = {Takashi Furuya and
Satoshi Okuda and
Kazuma Suetake and
Yoshihide Sawada},
title = {Convergences for Minimax Optimization Problems over Infinite-Dimensional
Spaces Towards Stability in Adversarial Training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6LePXHr2f3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FuruyaOSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GalaGQ24,
author = {Gennaro Gala and
Daniele Grattarola and
Erik Quaeghebeur},
title = {E(n)-equivariant Graph Neural Cellular Automata},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7PNJzAxkij},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GalaGQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GargT24,
author = {Shivank Garg and
Manyana Tiwari},
title = {Unmasking the Veil: An Investigation into Concept Ablation for Privacy
and Copyright Protection in Images},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TYYApLzjaQ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GargT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GasenzerW24,
author = {Konstantin Gasenzer and
Moritz Wolter},
title = {Towards generalizing deep-audio fake detection networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RGewtLtvHz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GasenzerW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GassiatC24,
author = {Elisabeth Gassiat and
Sylvain Le Corff},
title = {Variational excess risk bound for general state space models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=36OX7uRM5t},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GassiatC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GautamBHK24,
author = {Srishti Gautam and
Ahcene Boubekki and
Marina M.{-}C. H{\"{o}}hne and
Michael Kampffmeyer},
title = {Prototypical Self-Explainable Models Without Re-training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HU5DOUp6Sa},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GautamBHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GeffnerA000K0LK24,
author = {Tomas Geffner and
Javier Antor{\'{a}}n and
Adam Foster and
Wenbo Gong and
Chao Ma and
Emre Kiciman and
Amit Sharma and
Angus Lamb and
Martin Kukla and
Nick Pawlowski and
Agrin Hilmkil and
Joel Jennings and
Meyer Scetbon and
Miltiadis Allamanis and
Cheng Zhang},
title = {Deep End-to-end Causal Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=e6sqttxEGX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GeffnerA000K0LK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GeifmanBBG24,
author = {Amnon Geifman and
Daniel Barzilai and
Ronen Basri and
Meirav Galun},
title = {Controlling the Inductive Bias of Wide Neural Networks by Modifying
the Kernel's Spectrum},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aD0ExytnEK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GeifmanBBG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GhanemVK24,
author = {Hashem Ghanem and
Samuel Vaiter and
Nicolas Keriven},
title = {Gradient Scarcity in Graph Learning with Bilevel Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=10YJTIsVYq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GhanemVK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GhariS24,
author = {Pouya M. Ghari and
Yanning Shen},
title = {Budgeted Online Model Selection and Fine-Tuning via Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WeiRR8h87X},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GhariS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GhasemabadiJSZS24,
author = {Amirhosein Ghasemabadi and
Muhammad Kamran Janjua and
Mohammad Salameh and
Chunhua Zhou and
Fengyu Sun and
Di Niu},
title = {CascadedGaze: Efficiency in Global Context Extraction for Image Restoration},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=C3FXHxMVuq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GhasemabadiJSZS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GhasemiIWB24,
author = {Helia Ghasemi and
Christina Isaicu and
Jesse Wonnink and
Andreas Berentzen},
title = {[Re] Reproducibility Study of "Explaining Temporal Graph Models Through
an Explorer-Navigator Framework"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9M2XqvH2SB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GhasemiIWB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GhoshHZ24,
author = {Debamita Ghosh and
Manjesh Kumar Hanawal and
Nikola Zlatanov},
title = {Fixed Budget Best Arm Identification in Unimodal Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=epcLNhkoEL},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GhoshHZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GiammarinoQP24,
author = {Vittorio Giammarino and
James Queeney and
Ioannis Ch. Paschalidis},
title = {Adversarial Imitation Learning from Visual Observations using Latent
Information},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ydPHjgf6h0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GiammarinoQP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GidarisBSVKCP24,
author = {Spyros Gidaris and
Andrei Bursuc and
Oriane Sim{\'{e}}oni and
Anton{\'{\i}}n Vobeck{\'{y}} and
Nikos Komodakis and
Matthieu Cord and
Patrick P{\'{e}}rez},
title = {{MOCA:} Self-supervised Representation Learning by Predicting Masked
Online Codebook Assignments},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=OdDsCaacZ0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GidarisBSVKCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GiovanniRBDLMV24,
author = {Francesco Di Giovanni and
T. Konstantin Rusch and
Michael M. Bronstein and
Andreea Deac and
Marc Lackenby and
Siddhartha Mishra and
Petar Velickovic},
title = {How does over-squashing affect the power of GNNs?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KJRoQvRWNs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GiovanniRBDLMV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GomesADP24,
author = {Eduardo Dadalto C{\^{a}}mara Gomes and
Florence Alberge and
Pierre Duhamel and
Pablo Piantanida},
title = {Combine and Conquer: {A} Meta-Analysis on Data Shift and Out-of-Distribution
Detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=VGNBUS9TrU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GomesADP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GomesENV24,
author = {Diana Gomes and
Kyriakos Efthymiadis and
Ann Now{\'{e}} and
Peter Vrancx},
title = {Depth Scaling in Graph Neural Networks: Understanding the Flat Curve
Behavior},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fdyHzoGT8g},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GomesENV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GopalaniJM24,
author = {Pulkit Gopalani and
Samyak Jha and
Anirbit Mukherjee},
title = {Global Convergence of {SGD} For Logistic Loss on Two Layer Neural
Nets},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9TqAUYB6tC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GopalaniJM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GoreckiMD24,
author = {Mila Gorecki and
Jakob H. Macke and
Michael Deistler},
title = {Amortized Bayesian Decision Making for simulation-based models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BQE4MTAfCE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GoreckiMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GourgouliasGLSM24,
author = {Kostis Gourgoulias and
Najah Ghalyan and
Maxime Labonne and
Yash Satsangi and
Sean Moran and
Joseph Sabelja},
title = {Estimating class separability of text embeddings with persistent homology},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8DWrIMuLya},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GourgouliasGLSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GrabinskiKK24,
author = {Julia Grabinski and
Janis Keuper and
Margret Keuper},
title = {As large as it gets - Studying Infinitely Large Convolutions via Neural
Implicit Frequency Filters},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xRy1YRcHWj},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GrabinskiKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GuCKJKY24,
author = {Geonmo Gu and
Sanghyuk Chun and
Wonjae Kim and
HeeJae Jun and
Yoohoon Kang and
Sangdoo Yun},
title = {CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mKtlzW0bWc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GuCKJKY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GuJJYLMXHKLC024,
author = {Jindong Gu and
Xiaojun Jia and
Pau de Jorge and
Wenqian Yu and
Xinwei Liu and
Avery Ma and
Yuan Xun and
Anjun Hu and
Ashkan Khakzar and
Zhijiang Li and
Xiaochun Cao and
Philip Torr},
title = {A Survey on Transferability of Adversarial Examples Across Deep Neural
Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=AYJ3m7BocI},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GuJJYLMXHKLC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Guan0DM24,
author = {Peimeng Guan and
Naveed Iqbal and
Mark A. Davenport and
Mudassir Masood},
title = {Solving Inverse Problems with Model Mismatch using Untrained Neural
Networks within Model-based Architectures},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=XHEhjDxPDl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Guan0DM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Guha24,
author = {Etash Kumar Guha},
title = {Solving Robust MDPs through No-Regret Dynamics},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=SdCuffxg5A},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Guha24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GuoLYL24,
author = {Yihong Guo and
Hao Liu and
Yisong Yue and
Anqi Liu},
title = {Distributionally Robust Policy Evaluation under General Covariate
Shift in Contextual Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=R7PReNELww},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GuoLYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GuptaT0DR24,
author = {Sonam Gupta and
Snehal Singh Tomar and
Grigorios Chrysos and
Sukhendu Das and
Ambasamudram Narayanan Rajagopalan},
title = {PNeRV: {A} Polynomial Neural Representation for Videos},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oCBsxCov2g},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GuptaT0DR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GupteANY24,
author = {Sanket Rajan Gupte and
Josiah Aklilu and
Jeffrey J. Nirschl and
Serena Yeung{-}Levy},
title = {Revisiting Active Learning in the Era of Vision Foundation Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=u8K83M9mbG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GupteANY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GurneeHGKSHNB24,
author = {Wes Gurnee and
Theo Horsley and
Zifan Carl Guo and
Tara Rezaei Kheirkhah and
Qinyi Sun and
Will Hathaway and
Neel Nanda and
Dimitris Bertsimas},
title = {Universal Neurons in {GPT2} Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZeI104QZ8I},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GurneeHGKSHNB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HaasYR24,
author = {Jarrod Haas and
William Yolland and
Bernhard Rabus},
title = {Exploring Simple, High Quality Out-of-Distribution Detection with
{L2} Normalization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=daX2UkLMS0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HaasYR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HadijiGLS24,
author = {H{\'{e}}di Hadiji and
S{\'{e}}bastien Gerchinovitz and
Jean{-}Michel Loubes and
Gilles Stoltz},
title = {Diversity-Preserving K-Armed Bandits, Revisited},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Viz7KBqO4A},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HadijiGLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HaggstromROFP24,
author = {Henrik H{\"{a}}ggstr{\"{o}}m and
Pedro L. C. Rodrigues and
Geoffroy Oudoumanessah and
Florence Forbes and
Umberto Picchini},
title = {Fast, accurate and lightweight sequential simulation-based inference
using Gaussian locally linear mappings},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Q0nzpRcwWn},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HaggstromROFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Haines24,
author = {Tom S. F. Haines},
title = {The Cross-entropy of Piecewise Linear Probability Density Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=AoOi9Zgdsv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Haines24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HallRWCDR24,
author = {Melissa Hall and
Candace Ross and
Adina Williams and
Nicolas Carion and
Michal Drozdzal and
Adriana Romero{-}Soriano},
title = {{DIG} In: Evaluating Disparities in Image Generations with Indicators
for Geographic Diversity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=FDt2UGM1Nz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HallRWCDR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HamarKHB24,
author = {Mikl{\'{o}}s Hamar and
Matey Krastev and
Kristiyan Danielov Hristov and
David Beglou},
title = {[Re] Explaining Temporal Graph Models through an Explorer-Navigator
Framework},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=FI1XvwpchC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HamarKHB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HamidiY24,
author = {Shayan Mohajer Hamidi and
En{-}Hui Yang},
title = {AdaFed: Fair Federated Learning via Adaptive Common Descent Direction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=rFecyFpFUp},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HamidiY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HanSH0YZM24,
author = {Songyang Han and
Sanbao Su and
Sihong He and
Shuo Han and
Haizhao Yang and
Shaofeng Zou and
Fei Miao},
title = {What is the Solution for State-Adversarial Multi-Agent Reinforcement
Learning?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HyqSwNhM3x},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HanSH0YZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HanSLG24,
author = {Andi Han and
Dai Shi and
Lequan Lin and
Junbin Gao},
title = {From Continuous Dynamics to Graph Neural Networks: Neural Diffusion
and Beyond},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fPQSxjqa2o},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HanSLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Hao0W24,
author = {Shaozhe Hao and
Kai Han and
Kwan{-}Yee K. Wong},
title = {CiPR: An Efficient Framework with Cross-instance Positive Relations
for Generalized Category Discovery},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1fNcpcdr1o},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Hao0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HarveyPH24,
author = {Ethan Harvey and
Mikhail Petrov and
Michael C. Hughes},
title = {Transfer Learning with Informative Priors: Simple Baselines Better
than Previously Reported},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BbvSU02jLg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HarveyPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HassanKS24,
author = {Md. Mahadi Hassan and
Alex Knipper and
Shubhra Kanti Karmaker Santu},
title = {Introducing "Forecast Utterance" for Conversational Data Science},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=H2EeStRTQn},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HassanKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HayakawaM24,
author = {Satoshi Hayakawa and
Tetsuro Morimura},
title = {Policy Gradient with Kernel Quadrature},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WFI9xhJrxF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HayakawaM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HayneJC24,
author = {Lucas Hayne and
Heejung Jung and
R. McKell Carter},
title = {Does Representation Similarity Capture Function Similarity?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YY2iA0hfia},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HayneJC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HeCLF24,
author = {Yinan He and
Lile Cai and
Jingyi Liao and
Chuan{-}Sheng Foo},
title = {Hybrid Active Learning with Uncertainty-Weighted Embeddings},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jD761b5OaE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HeCLF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HePS24,
author = {Chuan He and
Le Peng and
Ju Sun},
title = {Federated Learning with Convex Global and Local Constraints},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qItxVbWyfe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HePS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HeYSDYSC24,
author = {Ju He and
Qihang Yu and
Inkyu Shin and
Xueqing Deng and
Alan L. Yuille and
Xiaohui Shen and
Liang{-}Chieh Chen},
title = {A Simple Video Segmenter by Tracking Objects Along Axial Trajectories},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Sy6ZOStz5v},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HeYSDYSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HeijdenFKB24,
author = {Bas van der Heijden and
Laura Ferranti and
Jens Kober and
Robert Babuska},
title = {Efficient Parallelized Simulation of Cyber-Physical Systems},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=VzKXbCzNoU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HeijdenFKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HeinrichMPW24,
author = {Lukas Heinrich and
Siddharth Mishra{-}Sharma and
Chris Pollard and
Philipp Windischhofer},
title = {Hierarchical Neural Simulation-Based Inference Over Event Ensembles},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Jy2IgzjoFH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HeinrichMPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Herbold24,
author = {Steffen Herbold},
title = {Semantic similarity prediction is better than other semantic similarity
measures},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bfsNmgN5je},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Herbold24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Hernandez-Garcia24,
author = {Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and
Nikita Saxena and
Moksh Jain and
Cheng{-}Hao Liu and
Yoshua Bengio},
title = {Multi-Fidelity Active Learning with GFlowNets},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=dLaazW9zuF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Hernandez-Garcia24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HessVVT24,
author = {Timm Hess and
Eli Verwimp and
Gido M. van de Ven and
Tinne Tuytelaars},
title = {Knowledge Accumulation in Continually Learned Representations and
the Issue of Feature Forgetting},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aHtZuZfHcf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HessVVT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HienPT24,
author = {Le Thi Khanh Hien and
Sukanya Patra and
Souhaib Ben Taieb},
title = {Anomaly detection with semi-supervised classification based on risk
estimators},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ekvsBtCBUK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HienPT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HortonMFR24,
author = {Maxwell Horton and
Sachin Mehta and
Ali Farhadi and
Mohammad Rastegari},
title = {Bytes Are All You Need: Transformers Operating Directly On File Bytes},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RkaqxxAOfN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HortonMFR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Huang0M024,
author = {Jin Huang and
Xingjian Zhang and
Qiaozhu Mei and
Jiaqi Ma},
title = {Can LLMs Effectively Leverage Graph Structural Information through
Prompts, and Why?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=L2jRavXRxs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Huang0M024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuangKT24,
author = {Zexian Huang and
Kourosh Khoshelham and
Martin Tomko},
title = {Contrastive Graph Autoencoder for Shape-based Polygon Retrieval from
Large Geometry Datasets},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9fcZNAmnyh},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuangKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuangLYWH24,
author = {Zhehao Huang and
Tao Li and
Chenhe Yuan and
Yingwen Wu and
Xiaolin Huang},
title = {Online Continual Learning via Logit Adjusted Softmax},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=MyQKcQAte6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuangLYWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuangWL0WH24,
author = {Yiyan Huang and
Siyi Wang and
Cheuk Hang Leung and
Qi Wu and
Dongdong Wang and
Zhixiang Huang},
title = {DIGNet: Learning Decomposed Patterns in Representation Balancing for
Treatment Effect Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Z20FInfWlm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuangWL0WH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HuseljicHNRSS24,
author = {Denis Huseljic and
Marek Herde and
Yannick Nagel and
Lukas Rauch and
Paulius Strimaitis and
Bernhard Sick},
title = {The Interplay of Uncertainty Modeling and Deep Active Learning: An
Empirical Analysis in Image Classification},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KLBD13bsVl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HuseljicHNRSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HwangHCB0F24,
author = {Jaedong Hwang and
Zhang{-}Wei Hong and
Eric Chen and
Akhilan Boopathy and
Pulkit Agrawal and
Ila R. Fiete},
title = {Grid Cell-Inspired Fragmentation and Recall for Efficient Map Building},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cT8oOJ6Q6F},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HwangHCB0F24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/IbrahimTGRABLR24,
author = {Adam Ibrahim and
Benjamin Th{\'{e}}rien and
Kshitij Gupta and
Mats L. Richter and
Quentin Gregory Anthony and
Eugene Belilovsky and
Timoth{\'{e}}e Lesort and
Irina Rish},
title = {Simple and Scalable Strategies to Continually Pre-train Large Language
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DimPeeCxKO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/IbrahimTGRABLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/IbrahimiANMW24,
author = {Sarah Ibrahimi and
Mina Ghadimi Atigh and
Nanne van Noord and
Pascal Mettes and
Marcel Worring},
title = {Intriguing Properties of Hyperbolic Embeddings in Vision-Language
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=P5D2gfi4Gg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/IbrahimiANMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/IzzoYA024,
author = {Zachary Izzo and
Jinsung Yoon and
Sercan {\"{O}}. Arik and
James Zou},
title = {Provable Membership Inference Privacy},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3ludyxPbb6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/IzzoYA024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JainK24,
author = {Adit Jain and
Vikram Krishnamurthy},
title = {Controlling Federated Learning for Covertness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=g01OVahtN9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JainK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JanouskovaSBM24,
author = {Kl{\'{a}}ra Janouskov{\'{a}} and
Tamir Shor and
Chaim Baskin and
Jiri Matas},
title = {Single Image Test-Time Adaptation for Segmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=68LsWm2GuD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JanouskovaSBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JawanpuriaMG24,
author = {Pratik Jawanpuria and
Bamdev Mishra and
Karthik S. Gurumoorthy},
title = {Revisiting stochastic submodular maximization with cardinality constraint:
{A} bandit perspective},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=57ETChLAOE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JawanpuriaMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JhaR24,
author = {Nandan Kumar Jha and
Brandon Reagen},
title = {DeepReShape: Redesigning Neural Networks for Efficient Private Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iwCBWULItx},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JhaR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JiZWHZPC24,
author = {Jiabao Ji and
Guanhua Zhang and
Zhaowen Wang and
Bairu Hou and
Zhifei Zhang and
Brian L. Price and
Shiyu Chang},
title = {Improving Diffusion Models for Scene Text Editing with Dual Encoders},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=yL15ys5swq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JiZWHZPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JiangLZHLC24,
author = {Dongfu Jiang and
Yishan Li and
Ge Zhang and
Wenhao Huang and
Bill Yuchen Lin and
Wenhu Chen},
title = {TIGERScore: Towards Building Explainable Metric for All Text Generation
Tasks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EE1CBKC0SZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JiangLZHLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JiangZ0AW24,
author = {Ziyu Jiang and
Guoqing Zheng and
Yu Cheng and
Ahmed Hassan Awadallah and
Zhangyang Wang},
title = {CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qKIvn9xL1R},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JiangZ0AW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JiangZLC24,
author = {Ziyang Jiang and
Tongshu Zheng and
Yiling Liu and
David E. Carlson},
title = {Incorporating Prior Knowledge into Neural Networks through an Implicit
Composite Kernel},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HhjSalvWVe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JiangZLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JinRHM24,
author = {Qiujiang Jin and
Tongzheng Ren and
Nhat Ho and
Aryan Mokhtari},
title = {Statistical and Computational Complexities of {BFGS} Quasi-Newton
Method for Generalized Linear Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PIL3YWXmx2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JinRHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Jolicoeur-Martineau24,
author = {Alexia Jolicoeur{-}Martineau and
Emy Gervais and
Kilian Fatras and
Yan Zhang and
Simon Lacoste{-}Julien},
title = {PopulAtion Parameter Averaging {(PAPA)}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cPDVjsOytS},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Jolicoeur-Martineau24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JongMPR24,
author = {Gijs de Jong and
Macha J. Meijer and
Derck W. E. Prinzhorn and
Harold Ruiter},
title = {Reproducibility study of FairAC},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ccDi5jtSF7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JongMPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/JuvinaNRPBA24,
author = {Simona Ioana Juvina and
Ana Antonia Neacsu and
J{\'{e}}r{\^{o}}me Rony and
Jean{-}Christophe Pesquet and
Corneliu Burileanu and
Ismail Ben Ayed},
title = {Training Graph Neural Networks Subject to a Tight Lipschitz Constraint},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KLojVqdj2y},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JuvinaNRPBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KanavatiKT24,
author = {Fahdi Kanavati and
Lucy Katsnith and
Masayuki Tsuneki},
title = {{\(\sigma\)}-PCA: a building block for neural learning of identifiable
linear transformations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KpVJ6CGnwI},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KanavatiKT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KangPR24,
author = {Justin Singh Kang and
Ramtin Pedarsani and
Kannan Ramchandran},
title = {The Fair Value of Data Under Heterogeneous Privacy Constraints in
Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ynG5Ak7n7Q},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KangPR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KaraY24,
author = {Ali Devran Kara and
Serdar Y{\"{u}}ksel},
title = {Q-Learning for Stochastic Control under General Information Structures
and Non-Markovian Environments},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1Yp6xpTV55},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KaraY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KareerVMHCP24,
author = {Simar Kareer and
Vivek Vijaykumar and
Harsh Maheshwari and
Judy Hoffman and
Prithvijit Chattopadhyay and
Viraj Prabhu},
title = {We're Not Using Videos Effectively: An Updated Domain Adaptive Video
Segmentation Baseline},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=10R6iX6JHm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KareerVMHCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KarhadkarMTM24,
author = {Kedar Karhadkar and
Michael Murray and
Hanna Tseran and
Guido Mont{\'{u}}far},
title = {Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=10WARaIwFn},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KarhadkarMTM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KarmimRFT24,
author = {Yannis Karmim and
Elias Ramzi and
Rapha{\"{e}}l Fournier{-}S'niehotta and
Nicolas Thome},
title = {{ITEM:} Improving Training and Evaluation of Message-Passing based
GNNs for top-k recommendation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9B6LM2uoEs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KarmimRFT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KatoI24,
author = {Masahiro Kato and
Shinji Ito},
title = {Best-of-Both-Worlds Linear Contextual Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aIG2RAtNuX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KatoI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KatzT024,
author = {Ori Katz and
Ronen Talmon and
Uri Shaham},
title = {Supervised Domain Adaptation Based on Marginal and Conditional Distributions
Alignment},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ffBj12yh58},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KatzT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KausikSS24,
author = {Chinmaya Kausik and
Kashvi Srivastava and
Rishi Sonthalia},
title = {Double Descent and Overfitting under Noisy Inputs and Distribution
Shift for Linear Denoisers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HxfqTdLIRF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KausikSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KawarEME24,
author = {Bahjat Kawar and
Noam Elata and
Tomer Michaeli and
Michael Elad},
title = {GSURE-Based Diffusion Model Training with Corrupted Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BRl7fqMwaJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KawarEME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KazmierczakBFF24,
author = {R{\'{e}}mi Kazmierczak and
Elo{\"{\i}}se Berthier and
Goran Frehse and
Gianni Franchi},
title = {{CLIP-QDA:} An Explainable Concept Bottleneck Model},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jjmdiMiag7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KazmierczakBFF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KeH24,
author = {Chuyang Ke and
Jean Honorio},
title = {Provable Guarantees for Sparsity Recovery with Deterministic Missing
Data Patterns},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=SSqOqAwpN7},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KeH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KehrenbergBSQ24,
author = {Thomas Kehrenberg and
Myles Bartlett and
Viktoriia Sharmanska and
Novi Quadrianto},
title = {Addressing Attribute Bias with Adversarial Support-Matching},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JYbnJ92TJf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KehrenbergBSQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KelkarDBA24,
author = {Varun A. Kelkar and
Rucha Deshpande and
Arindam Banerjee and
Mark A. Anastasio},
title = {AmbientFlow: Invertible generative models from incomplete, noisy measurements},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=txpYITR8oa},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KelkarDBA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KellyNFWD24,
author = {Ryan P. Kelly and
David J. Nott and
David T. Frazier and
David J. Warne and
Christopher C. Drovandi},
title = {Misspecification-robust Sequential Neural Likelihood for Simulation-based
Inference},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=tbOYJwXhcY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KellyNFWD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KenfackKA24,
author = {Patrik Joslin Kenfack and
Samira Ebrahimi Kahou and
Ulrich A{\"{\i}}vodji},
title = {A Survey on Fairness Without Demographics},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3HE4vPNIfX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KenfackKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KhosravaniZ24,
author = {Mohamadsadegh Khosravani and
Sandra Zilles},
title = {Using Sum-Product Networks to Assess Uncertainty in Deep Active Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ai9XpjGxjl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KhosravaniZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimGKP24,
author = {Junhyung Lyle Kim and
Gauthier Gidel and
Anastasios Kyrillidis and
Fabian Pedregosa},
title = {When is Momentum Extragradient Optimal? {A} Polynomial-Based Analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZLVbQEu4Ab},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimGKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimMS24,
author = {Young{-}Kyung Kim and
J. Mat{\'{\i}}as Di Martino and
Guillermo Sapiro},
title = {Generalizing Neural Additive Models via Statistical Multimodal Analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xLg8ljlEba},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimNKLAS24,
author = {Seojin Kim and
Jaehyun Nam and
Junsu Kim and
Hankook Lee and
Sungsoo Ahn and
Jinwoo Shin},
title = {Holistic Molecular Representation Learning via Multi-view Fragmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ufDh55J1ML},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimNKLAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimhiKZLB24,
author = {Moshe Kimhi and
Shai Kimhi and
Evgenii Zheltonozhskii and
Or Litany and
Chaim Baskin},
title = {Semi-Supervised Semantic Segmentation via Marginal Contextual Information},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=i5yKW1pmjW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimhiKZLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KimuraH24,
author = {Masanari Kimura and
Hideitsu Hino},
title = {A Short Survey on Importance Weighting for Machine Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=IhXM3g2gxg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KimuraH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KladnyKSM24,
author = {Klaus{-}Rudolf Kladny and
Julius von K{\"{u}}gelgen and
Bernhard Sch{\"{o}}lkopf and
Michael Muehlebach},
title = {Deep Backtracking Counterfactuals for Causally Compliant Explanations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Br5esc2CXR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KladnyKSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KnoxHBNSA24,
author = {W. Bradley Knox and
Stephane Hatgis{-}Kessell and
Serena Booth and
Scott Niekum and
Peter Stone and
Alessandro Gabriele Allievi},
title = {Models of human preference for learning reward functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=hpKJkVoThY},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/KnoxHBNSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KodgeS024,
author = {Sangamesh Kodge and
Gobinda Saha and
Kaushik Roy},
title = {Deep Unlearning: Fast and Efficient Gradient-free Class Forgetting},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BmI5p6wBi0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KodgeS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KojimaAA24,
author = {Noriyuki Kojima and
Hadar Averbuch{-}Elor and
Yoav Artzi},
title = {A Joint Study of Phrase Grounding and Task Performance in Vision and
Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=5G3PI1hEdw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KojimaAA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KomanduriWW024,
author = {Aneesh Komanduri and
Xintao Wu and
Yongkai Wu and
Feng Chen},
title = {From Identifiable Causal Representations to Controllable Counterfactual
Generation: {A} Survey on Causal Generative Modeling},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PUpZXvNqmb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KomanduriWW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KrishnaHG0JL24,
author = {Satyapriya Krishna and
Tessa Han and
Alex Gu and
Steven Wu and
Shahin Jabbari and
Himabindu Lakkaraju},
title = {The Disagreement Problem in Explainable Machine Learning: {A} Practitioner's
Perspective},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jESY2WTZCe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KrishnaHG0JL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KuditipudiTHL24,
author = {Rohith Kuditipudi and
John Thickstun and
Tatsunori Hashimoto and
Percy Liang},
title = {Robust Distortion-free Watermarks for Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=FpaCL1MO2C},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KuditipudiTHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KulkarniDSRTN24,
author = {Atharva Kulkarni and
Lucio M. Dery and
Amrith Setlur and
Aditi Raghunathan and
Ameet Talwalkar and
Graham Neubig},
title = {Multitask Learning Can Improve Worst-Group Outcomes},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=sPlhAIp6mk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KulkarniDSRTN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KumarH24,
author = {Akshay Kumar and
Jarvis D. Haupt},
title = {Directional Convergence Near Small Initializations and Saddles in
Two-Homogeneous Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=hfrPag75Y0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KumarH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KumarN24,
author = {Ramnath Kumar and
Dheeraj Mysore Nagaraj},
title = {Introspective Experience Replay: Look Back When Surprised},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vWTZO1RXZR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KumarN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KunduDKR0MB24,
author = {Shamik Kundu and
Sanjay Das and
Sayar Karmakar and
Arnab Raha and
Souvik Kundu and
Yiorgos Makris and
Kanad Basu},
title = {Bit-by-Bit: Investigating the Vulnerabilities of Binary Neural Networks
to Adversarial Bit Flipping},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nB8foAclpo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KunduDKR0MB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KuznedelevKIFPA24,
author = {Denis Kuznedelev and
Eldar Kurtic and
Eugenia Iofinova and
Elias Frantar and
Alexandra Peste and
Dan Alistarh},
title = {Accurate Neural Network Pruning Requires Rethinking Sparse Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vgthYeRBAF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KuznedelevKIFPA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/KvalheimS24,
author = {Matthew D. Kvalheim and
Eduardo D. Sontag},
title = {Why should autoencoders work?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uGVFtjvI3v},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/KvalheimS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LangZL00L24,
author = {Hao Lang and
Yinhe Zheng and
Yixuan Li and
Jian Sun and
Fei Huang and
Yongbin Li},
title = {A Survey on Out-of-Distribution Detection in {NLP}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=nYjSkOy8ij},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LangZL00L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LauSMLN24,
author = {Matthew Lau and
Isma{\"{\i}}la Seck and
Athanasios P. Meliopoulos and
Wenke Lee and
Eug{\`{e}}ne Ndiaye},
title = {Revisiting Non-separable Binary Classification and its Applications
in Anomaly Detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zOJ846BXhl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LauSMLN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LefortCJS24,
author = {Tanguy Lefort and
Benjamin Charlier and
Alexis Joly and
Joseph Salmon},
title = {Identify Ambiguous Tasks Combining Crowdsourced Labels by Weighting
Areas Under the Margin},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=raD846nj2q},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LefortCJS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LeiXZM24,
author = {Bowen Lei and
Dongkuan Xu and
Ruqi Zhang and
Bani K. Mallick},
title = {Embracing Unknown Step by Step: Towards Reliable Sparse Training in
Real World},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Db5c3Wxj9E},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LeiXZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LengLW24,
author = {Jixuan Leng and
Yijiang Li and
Haohan Wang},
title = {Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation
via {CLIP} for Domain Generalization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=4KLwep6mA1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LengLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Li0H24,
author = {Gaotang Li and
Jiarui Liu and
Wei Hu},
title = {Bias Amplification Enhances Minority Group Performance},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=75OwvzZZBT},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Li0H24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiCRZ24,
author = {Dongyue Li and
Kailai Chen and
Predrag Radivojac and
Hongyang R. Zhang},
title = {Learning Tree-Structured Composition of Data Augmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lmgf03HeqV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiCRZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiCS024,
author = {Keliang Li and
Hong Chang and
Shiguang Shan and
Xilin Chen},
title = {Enhancing Robustness to Class-Conditional Distribution Shift in Long-Tailed
Recognition},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=n2gAD8Fdzk},
timestamp = {Fri, 25 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiCS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiGLS24,
author = {Chen Li and
Yixiao Ge and
Dian Li and
Ying Shan},
title = {Vision-Language Instruction Tuning: {A} Review and Analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ul2tbUPtIQ},
timestamp = {Wed, 09 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiGLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiGS24,
author = {Zhaoyu Li and
Jinpei Guo and
Xujie Si},
title = {G4SATBench: Benchmarking and Advancing {SAT} Solving with Graph Neural
Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7VB5db72lr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiKDYZM024,
author = {Yinghao Li and
Lingkai Kong and
Yuanqi Du and
Yue Yu and
Yuchen Zhuang and
Wenhao Mu and
Chao Zhang},
title = {MUBen: Benchmarking the Uncertainty of Molecular Representation Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qYceFeHgm4},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiKDYZM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiKSRDB24,
author = {Weizhi Li and
Prad Kadambi and
Pouria Saidi and
Karthikeyan Natesan Ramamurthy and
Gautam Dasarathy and
Visar Berisha},
title = {Active Sequential Two-Sample Testing},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EzPRgIq2Tk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiKSRDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiN24,
author = {Mufan Bill Li and
Mihai Nica},
title = {Differential Equation Scaling Limits of Shaped and Unshaped Neural
Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iRDwUXYsSJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiPD24,
author = {Ruosen Li and
Teerth Patel and
Xinya Du},
title = {{PRD:} Peer Rank and Discussion Improve Large Language Model based
Evaluations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YVD1QqWRaj},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiS24,
author = {Xiang Li and
Qiang Sun},
title = {Variance-aware decision making with linear function approximation
under heavy-tailed rewards},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8bnsoL2IyJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiS24a,
author = {Zihan Li and
Jonathan Scarlett},
title = {Regret Bounds for Noise-Free Cascaded Kernelized Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oCfamUtecN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiS24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiTYWL0HH24,
author = {Tao Li and
Qinghua Tao and
Weihao Yan and
Yingwen Wu and
Zehao Lei and
Kun Fang and
Mingzhen He and
Xiaolin Huang},
title = {Revisiting Random Weight Perturbation for Efficiently Improving Generalization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WbbgOHpoPX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiTYWL0HH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiW24,
author = {Chengrui Li and
Anqi Wu},
title = {Inverse Kernel Decomposition},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=H4OE7toXpa},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiWS0WT24,
author = {Guanghao Li and
Wansen Wu and
Yan Sun and
Li Shen and
Baoyuan Wu and
Dacheng Tao},
title = {Visual Prompt Based Personalized Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=dUVejidXO7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiWS0WT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiXC24,
author = {Zichao Li and
Cihang Xie and
Ekin Dogus Cubuk},
title = {Scaling (Down) {CLIP:} {A} Comprehensive Analysis of Data, Architecture,
and Training Strategies},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=t4nnCi5AO6},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiXC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LianLYD24,
author = {Long Lian and
Boyi Li and
Adam Yala and
Trevor Darrell},
title = {LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image
Diffusion Models with Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=hFALpTb4fR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LianLYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiangTLOM24,
author = {Shuang Liang and
Renata Turkes and
Jiayi Li and
Nina Otter and
Guido Mont{\'{u}}far},
title = {Pull-back Geometry of Persistent Homology Encodings},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7yswRA8zzw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiangTLOM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiangTZQWC0L024,
author = {Shihao Liang and
Runchu Tian and
Kunlun Zhu and
Yujia Qin and
Huadong Wang and
Xin Cong and
Zhiyuan Liu and
Xiaojiang Liu and
Maosong Sun},
title = {Exploring Format Consistency for Instruction Tuning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=n8fZ6mY6PB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiangTZQWC0L024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LinLM24,
author = {Jiahe Lin and
Huitian Lei and
George Michailidis},
title = {A VAE-based Framework for Learning Multi-Level Neural Granger-Causal
Connectivity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kNCZ95mw7N},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LinLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LinT024,
author = {Zhen Lin and
Shubhendu Trivedi and
Jimeng Sun},
title = {Generating with Confidence: Uncertainty Quantification for Black-box
Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DWkJCSxKU5},
timestamp = {Mon, 17 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/LinT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LinWCH00W24,
author = {Chenguo Lin and
Xumeng Wen and
Wei Cao and
Congrui Huang and
Jiang Bian and
Stephen Lin and
Zhirong Wu},
title = {NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series
Pretraining},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TwiSBZ0p9u},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LinWCH00W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LittleLA24,
author = {Camille Olivia Little and
Debolina Halder Lina and
Genevera I. Allen},
title = {Fair Feature Importance Scores for Interpreting Decision Trees},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=72mDxlzRZ1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LittleLA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuBFKHD24,
author = {Tianlin Liu and
Jose Antonio Lara Benitez and
Florian Faucher and
AmirEhsan Khorashadizadeh and
Maarten V. de Hoop and
Ivan Dokmanic},
title = {WaveBench: Benchmarking Data-driven Solvers for Linear Wave Propagation
PDEs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6wpInwnzs8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuBFKHD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuBRP24,
author = {Tianlin Liu and
Mathieu Blondel and
Carlos Riquelme Ruiz and
Joan Puigcerver},
title = {Routers in Vision Mixture of Experts: An Empirical Study},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aHk3vctnf1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuBRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuFJYXA24,
author = {Shikun Liu and
Linxi Fan and
Edward Johns and
Zhiding Yu and
Chaowei Xiao and
Anima Anandkumar},
title = {Prismer: {A} Vision-Language Model with Multi-Task Experts},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=R7H43YD6Lo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuFJYXA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuL24,
author = {Siqi Liu and
Andreas Lehrmann},
title = {DynaConF: Dynamic Forecasting of Non-Stationary Time Series},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=48pHFcg0YO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuWLN0LZ024,
author = {Shengchao Liu and
Chengpeng Wang and
Jiarui Lu and
Weili Nie and
Hanchen Wang and
Zhuoxinran Li and
Bolei Zhou and
Jian Tang},
title = {Unsupervised Discovery of Steerable Factors When Graph Deep Generative
Models Are Entangled},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wyU3Q4gahM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuWLN0LZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LiuZL0024,
author = {Jihao Liu and
Jinliang Zheng and
Boxiao Liu and
Yu Liu and
Hongsheng Li},
title = {Enhancing Vision-Language Model with Unmasked Token Alignment},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JkFEVbW6wE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LiuZL0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuLHOW024,
author = {Ning Lu and
Shengcai Liu and
Rui He and
Yew{-}Soon Ong and
Qi Wang and
Ke Tang},
title = {Large Language Models can be Guided to Evade AI-generated Text Detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lLE0mWzUrr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LuLHOW024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuW00024,
author = {Jitao Lu and
Danyang Wu and
Feiping Nie and
Rong Wang and
Xuelong Li},
title = {Hyperspherical Prototype Node Clustering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=z3ZlnaOM0d},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LuW00024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuYCZ0K24,
author = {Shuqi Lu and
Lin Yao and
Xi Chen and
Hang Zheng and
Di He and
Guolin Ke},
title = {3D Molecular Generation via Virtual Dynamics},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QvipGVdE6L},
timestamp = {Thu, 14 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/LuYCZ0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LukasikNRMK24,
author = {Michal Lukasik and
Vaishnavh Nagarajan and
Ankit Singh Rawat and
Aditya Krishna Menon and
Sanjiv Kumar},
title = {What do larger image classifiers memorise?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ew73inSyhG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LukasikNRMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuoMO24,
author = {R{\'{o}}is{\'{\i}}n Luo and
James McDermott and
Colm O'Riordan},
title = {Interpreting Global Perturbation Robustness of Image Models using
Axiomatic Spectral Importance Decomposition},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uQYomAuo7M},
timestamp = {Mon, 09 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LuoMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuziJM024,
author = {Lorenzo Luzi and
Helen Jenne and
Carlos Ortiz Marrero and
Ryan Murray},
title = {Using Skew to Assess the Quality of GAN-generated Image Features},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Io3jDUC4DP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LuziJM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LuziMCSB24,
author = {Lorenzo Luzi and
Paul M. Mayer and
Josue Casco{-}Rodriguez and
Ali Siahkoohi and
Richard G. Baraniuk},
title = {Boomerang: Local sampling on image manifolds using diffusion models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=NYdThkjNW1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LuziMCSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LyuZLQXWYHD024,
author = {Pengyuan Lyu and
Chengquan Zhang and
Shanshan Liu and
Meina Qiao and
Yangliu Xu and
Liang Wu and
Kun Yao and
Junyu Han and
Errui Ding and
Jingdong Wang},
title = {MaskOCR: Scene Text Recognition with Masked Vision-Language Pre-training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KNAWoKKpi3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LyuZLQXWYHD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MaharanaKCBK24,
author = {Adyasha Maharana and
Amita Kamath and
Christopher Clark and
Mohit Bansal and
Aniruddha Kembhavi},
title = {Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ue9igTDLN2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MaharanaKCBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MahonSL24,
author = {Louis Mahon and
Lei Sha and
Thomas Lukasiewicz},
title = {Correcting Flaws in Common Disentanglement Metrics},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=c8WJ4Vozb2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MahonSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MalviyaMBHHLPC24,
author = {Pranshu Malviya and
Gon{\c{c}}alo Mordido and
Aristide Baratin and
Reza Babanezhad Harikandeh and
Jerry Huang and
Simon Lacoste{-}Julien and
Razvan Pascanu and
Sarath Chandar},
title = {Promoting Exploration in Memory-Augmented Adam using Critical Momenta},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=sHSkJqyQgW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MalviyaMBHHLPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MansillaCEMF24,
author = {Lucas Mansilla and
Estanislao Claucich and
Rodrigo Echeveste and
Diego H. Milone and
Enzo Ferrante},
title = {Demographically-Informed Prediction Discrepancy Index: Early Warnings
of Demographic Biases for Unlabeled Populations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8W6IDyFZgC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MansillaCEMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ManupriyaJJ24,
author = {Piyushi Manupriya and
Saketha Nath Jagarlapudi and
Pratik Jawanpuria},
title = {MMD-Regularized Unbalanced Optimal Transport},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=eN9CjU3h1b},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ManupriyaJJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Markovich24,
author = {Thomas Markovich},
title = {{QDC:} Quantum Diffusion Convolution Kernels on Graphs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uXGUSX8GoY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Markovich24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MarrieAML24,
author = {Juliette Marrie and
Michael Arbel and
Julien Mairal and
Diane Larlus},
title = {On Good Practices for Task-Specific Distillation of Large Pretrained
Visual Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oyISaaeHwD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MarrieAML24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MassoliLB24,
author = {Fabio Valerio Massoli and
Christos Louizos and
Arash Behboodi},
title = {Variational Learning {ISTA}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=AQk0UsituG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MassoliLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MathieuBM24,
author = {Timoth{\'{e}}e Mathieu and
Debabrota Basu and
Odalric{-}Ambrym Maillard},
title = {Bandits Corrupted by Nature: Lower Bounds on Regret and Robust Optimistic
Algorithms},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=oGIR0ic3jU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MathieuBM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MbackeR24,
author = {Sokhna Diarra Mbacke and
Omar Rivasplata},
title = {A Note on the Convergence of Denoising Diffusion Probabilistic Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wLe1bG93yc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MbackeR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/McInroe0A24,
author = {Trevor McInroe and
Lukas Sch{\"{a}}fer and
Stefano V. Albrecht},
title = {Multi-Horizon Representations with Hierarchical Forward Models for
Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fovUNTilp9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/McInroe0A24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MidavaineGCSC24,
author = {Nesta Midavaine and
Gregory Hok Tjoan Go and
Diego Canez and
Ioana Simion and
Satchit Chatterji},
title = {[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8UfhCZjOV7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MidavaineGCSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MillerOB24,
author = {Jack W. Miller and
Charles O'Neill and
Thang D. Bui},
title = {Grokking Beyond Neural Networks: An Empirical Exploration with Model
Complexity},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ux9BrxPCl8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MillerOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MinelliM24,
author = {Giovanni Minelli and
Mirco Musolesi},
title = {CoMIX: {A} Multi-agent Reinforcement Learning Training Architecture
for Efficient Decentralized Coordination and Independent Decision-Making},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JoU9khOwwr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MinelliM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MitraPH24,
author = {Aritra Mitra and
George J. Pappas and
Hamed Hassani},
title = {Temporal Difference Learning with Compressed Updates: Error-Feedback
meets Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=dltUedmUVT},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MitraPH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MontiBBPP24,
author = {Corrado Monti and
Paolo Bajardi and
Francesco Bonchi and
Andr{\'{e}} Panisson and
Alan Perotti},
title = {A True-to-the-model Axiomatic Benchmark for Graph-based Explainers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HSQTv3R8Iz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MontiBBPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Morales-Brotons24,
author = {Daniel Morales{-}Brotons and
Thijs Vogels and
Hadrien Hendrikx},
title = {Exponential Moving Average of Weights in Deep Learning: Dynamics and
Benefits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=2M9CUnYnBA},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Morales-Brotons24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MuellerSDWBZBRK24,
author = {Tamara T. Mueller and
Sophie Starck and
Alina Dima and
Stephan Wunderlich and
Kyriaki{-}Margarita Bintsi and
Kamilia Zaripova and
Rickmer Braren and
Daniel Rueckert and
Anees Kazi and
Georgios Kaissis},
title = {A Survey on Graph Construction for Geometric Deep Learning in Medicine:
Methods and Recommendations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=sWlHhfijcS},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MuellerSDWBZBRK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MukherjeeR24,
author = {Anirbit Mukherjee and
Amartya Roy},
title = {Size Lowerbounds for Deep Operator Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RwmWODTNFE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MukherjeeR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MukhotiG0D24,
author = {Jishnu Mukhoti and
Yarin Gal and
Philip Torr and
Puneet K. Dokania},
title = {Fine-tuning can cripple your foundation model; preserving features
may be the solution},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kfhoeZCeW7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MukhotiG0D24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Mulay024,
author = {Ajinkya K. Mulay and
Xiaojun Lin},
title = {SPriFed-OMP: {A} Differentially Private Federated Learning Algorithm
for Sparse Basis Recovery},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Dsavre6gjN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Mulay024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Muller00R24,
author = {Luis M{\"{u}}ller and
Mikhail Galkin and
Christopher Morris and
Ladislav Ramp{\'{a}}sek},
title = {Attending to Graph Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HhbqHBBrfZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Muller00R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MullerAS24,
author = {David I. M{\"{u}}ller and
Jimmy Aronsson and
Daniel Schuh},
title = {Geometrical aspects of lattice gauge equivariant convolutional neural
networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zO4aAVHxPe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MullerAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MullerSBZBKR24,
author = {Tamara T. M{\"{u}}ller and
Sophie Starck and
Kyriaki{-}Margarita Bintsi and
Alexander Ziller and
Rickmer Braren and
Georgios Kaissis and
Daniel Rueckert},
title = {Are Population Graphs Really as Powerful as Believed?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TTRDCVnbjI},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MullerSBZBKR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/MuqeethLR24,
author = {Mohammed Muqeeth and
Haokun Liu and
Colin Raffel},
title = {Soft Merging of Experts with Adaptive Routing},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7I199lc54z},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/MuqeethLR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NajiASLG24,
author = {Yassine Naji and
Romaric Audigier and
Aleksandr Setkov and
Angelique Loesch and
Mich{\`{e}}le Gouiff{\`{e}}s},
title = {Masked multi-prediction for multi-aspect anomaly detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7wybYcK1pw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NajiASLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NandyKPB0G24,
author = {Abhilash Nandy and
Manav Nitin Kapadnis and
Sohan Patnaik and
Yash Parag Butala and
Pawan Goyal and
Niloy Ganguly},
title = {***FastDoc***: Domain-Specific Fast Continual Pre-training Technique
using Document-Level Metadata and Taxonomy},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RA4yRhjoXw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NandyKPB0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NaourSMYABGG24,
author = {Etienne Le Naour and
Louis Serrano and
L{\'{e}}on Migus and
Yuan Yin and
Ghislain Agoua and
Nicolas Baskiotis and
Patrick Gallinari and
Vincent Guigue},
title = {Time Series Continuous Modeling for Imputation and Forecasting with
Implicit Neural Representations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=P1vzXDklar},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NaourSMYABGG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NarayanWCG24,
author = {Taman Narayan and
Serena Lutong Wang and
Kevin Robert Canini and
Maya R. Gupta},
title = {Expected Pinball Loss For Quantile Regression And Inverse {CDF} Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Eg8Rnb0Hdd},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NarayanWCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NasirigerdehTRK24,
author = {Reza Nasirigerdeh and
Reihaneh Torkzadehmahani and
Daniel Rueckert and
Georgios Kaissis},
title = {Kernel Normalized Convolutional Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Uv3XVAEgG6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NasirigerdehTRK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NayakK24,
author = {Nancy Nayak and
Sheetal Kalyani},
title = {Rotate the ReLU to Sparsify Deep Networks Implicitly},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Nzy0XmCPuZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NayakK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NgPLKRC24,
author = {Nathan H. Ng and
Ji Won Park and
Jae Hyeon Lee and
Ryan Lewis Kelly and
Stephen Ra and
Kyunghyun Cho},
title = {Blind Biological Sequence Denoising with Self-Supervised Set Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3s7ior0WZ5},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NgPLKRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NgoHCN024,
author = {Lam Ngo and
Huong Ha and
Jeffrey Chan and
Vu Nguyen and
Hongyu Zhang},
title = {High-dimensional Bayesian Optimization via Covariance Matrix Adaptation
Strategy},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=eTgxr7gPuU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NgoHCN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NiknejadYM24,
author = {Nariman Niknejad and
Farnaz Adib Yaghmaie and
Hamidreza Modares},
title = {Online Reference Tracking For Linear Systems with Unknown Dynamics
and Unknown Disturbances},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=pfbVayaUMc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/NiknejadYM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/NokabadiL024,
author = {Fatemeh Nourilenjan Nokabadi and
Jean{-}Fran{\c{c}}ois Lalonde and
Christian Gagn{\'{e}}},
title = {Reproducibility Study on Adversarial Attacks Against Robust Transformer
Trackers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=FEEKR0Vl9s},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/NokabadiL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OhnishiILIKK24,
author = {Motoya Ohnishi and
Isao Ishikawa and
Kendall Lowrey and
Masahiro Ikeda and
Sham M. Kakade and
Yoshinobu Kawahara},
title = {Koopman Spectrum Nonlinear Regulators and Efficient Online Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=thfoUZugvS},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OhnishiILIKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OldewageCH24,
author = {Elre Talea Oldewage and
Ross M. Clarke and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
title = {Series of Hessian-Vector Products for Tractable Saddle-Free Newton
Optimisation of Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qBZeQBEDIW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OldewageCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OquabDMVSKFHMEA24,
author = {Maxime Oquab and
Timoth{\'{e}}e Darcet and
Th{\'{e}}o Moutakanni and
Huy V. Vo and
Marc Szafraniec and
Vasil Khalidov and
Pierre Fernandez and
Daniel Haziza and
Francisco Massa and
Alaaeldin El{-}Nouby and
Mido Assran and
Nicolas Ballas and
Wojciech Galuba and
Russell Howes and
Po{-}Yao Huang and
Shang{-}Wen Li and
Ishan Misra and
Michael Rabbat and
Vasu Sharma and
Gabriel Synnaeve and
Hu Xu and
Herv{\'{e}} J{\'{e}}gou and
Julien Mairal and
Patrick Labatut and
Armand Joulin and
Piotr Bojanowski},
title = {DINOv2: Learning Robust Visual Features without Supervision},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=a68SUt6zFt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OquabDMVSKFHMEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OtsukaOGKCFM24,
author = {Hikari Otsuka and
Yasuyuki Okoshi and
{\'{A}}ngel L{\'{o}}pez Garc{\'{\i}}a{-}Arias and
Kazushi Kawamura and
Thiem Van Chu and
Daichi Fujiki and
Masato Motomura},
title = {Restricted Random Pruning at Initialization for High Compression Range},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=yf4ciZcgrg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OtsukaOGKCFM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Ozaydin0SS24,
author = {Baran Ozaydin and
Tong Zhang and
Sabine S{\"{u}}sstrunk and
Mathieu Salzmann},
title = {{DSI2I:} Dense Style for Unpaired Exemplar-based Image-to- Image Translation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mrJi5kdKA4},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Ozaydin0SS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OzdenizciL24,
author = {Ozan {\"{O}}zdenizci and
Robert Legenstein},
title = {Adversarially Robust Spiking Neural Networks Through Conversion},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=I8FMYa2BdP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OzdenizciL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OzmenM24,
author = {Muberra Ozmen and
Thomas Markovich},
title = {Recent Link Classification on Temporal Graphs Using Graph Profiler},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BTgHh0gSSc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OzmenM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PadureanTS24,
author = {Victor{-}Alexandru Padurean and
Georgios Tzannetos and
Adish Singla},
title = {Neural Task Synthesis for Visual Programming},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=aYkYajcJDN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PadureanTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PandevaBNF24,
author = {Teodora Pandeva and
Tim Bakker and
Christian A. Naesseth and
Patrick Forr{\'{e}}},
title = {E-Valuating Classifier Two-Sample Tests},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=dwFRov8xhr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PandevaBNF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PandeyBBB24,
author = {Harsh Pandey and
Amitabha Bagchi and
Srikanta J. Bedathur and
Arindam Bhattacharya},
title = {Data-Dependent Generalization Bounds for Neural Networks with ReLU},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mH6TelHVKD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PandeyBBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PannatierMF24,
author = {Arnaud Pannatier and
Kyle Matoba and
Fran{\c{c}}ois Fleuret},
title = {Inference from Real-World Sparse Measurements},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=y9IDfODRns},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PannatierMF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ParthasarathyHS24,
author = {Nikhil Parthasarathy and
Olivier J. H{\'{e}}naff and
Eero P. Simoncelli},
title = {Layerwise complexity-matched learning yields an improved model of
cortical area {V2}},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lQBsLfAWhj},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ParthasarathyHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PedrottiMM24,
author = {Francesco Pedrotti and
Jan Maas and
Marco Mondelli},
title = {Improved Convergence of Score-Based Diffusion Models via Prediction-Correction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=0zKvH7YiAq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PedrottiMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PembertonC24,
author = {Joseph Pemberton and
Rui Ponte Costa},
title = {BP({\(\lambda\)}): Online Learning via Synthetic Gradients},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3kYgouAfqk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PembertonC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PignatelliFGMHT24,
author = {Eduardo Pignatelli and
Johan Ferret and
Matthieu Geist and
Thomas Mesnard and
Hado van Hasselt and
Laura Toni},
title = {A Survey of Temporal Credit Assignment in Deep Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bNtr6SLgZf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PignatelliFGMHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PirnayG24,
author = {Jonathan Pirnay and
Dominik G. Grimm},
title = {Self-Improvement for Neural Combinatorial Optimization: Sample Without
Replacement, but Improvement},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=agT8ojoH0X},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PirnayG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PoesiaGZG24,
author = {Gabriel Poesia and
Kanishk Gandhi and
Eric Zelikman and
Noah D. Goodman},
title = {Certified Deductive Reasoning with Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=yXnwrs2Tl6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PoesiaGZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PokleMCK24,
author = {Ashwini Pokle and
Matthew J. Muckley and
Ricky T. Q. Chen and
Brian Karrer},
title = {Training-free linear image inverses via flows},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PLIt3a4yTm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PokleMCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PonticelliLKB24,
author = {Lucas Ponticelli and
Vincent Loos and
Eren Kocadag and
Kacper Bartosik},
title = {Reproducibility study of "Robust Fair Clustering: {A} Novel Fairness
Attack and Defense Framework"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Xu1sEPhjqH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PonticelliLKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PorcuPME24,
author = {Emilio Porcu and
Ana Paula Peron and
Eugenio Massa and
Xavier Emery},
title = {Understanding Smoothness of Vector Gaussian Processes on Product Spaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WHAmxfLjeJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PorcuPME24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PrakashS0CM24,
author = {Saurav Prakash and
Jin Sima and
Chao Pan and
Eli Chien and
Olgica Milenkovic},
title = {Federated Classification in Hyperbolic Spaces via Secure Aggregation
of Convex Hulls},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=umggDfMHha},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PrakashS0CM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PuliJW0R24,
author = {Aahlad Manas Puli and
Nitish Joshi and
Yoav Wald and
He He and
Rajesh Ranganath},
title = {Nuisances via Negativa: Adjusting for Spurious Correlations via Data
Augmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RIFJsSzwKY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PuliJW0R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PyykolaBR24,
author = {Sara Pyyk{\"{o}}l{\"{a}} and
Klavdiya O. Bochenina and
Laura Ruotsalainen},
title = {Conciliator steering: Imposing user preference in multi-objective
reinforcement learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=XAD2kcBS50},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PyykolaBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/QiZJ024,
author = {Daiqing Qi and
Handong Zhao and
Xiaowei Jia and
Sheng Li},
title = {Revealing an Overlooked Challenge in Class-Incremental Graph Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ScAc73Y1oJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/QiZJ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/QianZTD024,
author = {Yuqing Qian and
Ziyu Zheng and
Prayag Tiwari and
Yijie Ding and
Quan Zou},
title = {Multiple Kronecker {RLS} fusion-based link propagation for drug-side
effect prediction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=LCPzaR9mML},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/QianZTD024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/QiaoHZ24,
author = {Sheng Qiao and
Yong He and
Wenxin Zhou},
title = {Transfer Learning for High-dimensional Quantile Regression with Statistical
Guarantee},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=d3xwrfAG4V},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/QiaoHZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Qin0U24,
author = {Tiancheng Qin and
S. Rasoul Etesami and
C{\'{e}}sar A. Uribe},
title = {Faster Convergence of Local {SGD} for Over-Parameterized Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=VBAKc4DtZ1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Qin0U24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/QueeneyOPC24,
author = {James Queeney and
Erhan Can Ozcan and
Ioannis Ch. Paschalidis and
Christos G. Cassandras},
title = {Optimal Transport Perturbations for Safe Reinforcement Learning with
Robustness Guarantees},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cgSXpAR4Gl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/QueeneyOPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/QuinzanCMLK24,
author = {Francesco Quinzan and
Cecilia Casolo and
Krikamol Muandet and
Yucen Luo and
Niki Kilbertus},
title = {Learning Counterfactually Invariant Predictors},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=pRt1Vw1DPs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/QuinzanCMLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RahimiDYTSB24,
author = {Amir Rahimi and
Vanessa D'Amario and
Moyuru Yamada and
Kentaro Takemoto and
Tomotake Sasaki and
Xavier Boix},
title = {{D3:} Data Diversity Design for Systematic Generalization in Visual
Question Answering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZAin13msOp},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RahimiDYTSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RahmanETPL24,
author = {Habibur Rahman and
Thirupathi Reddy Emireddy and
Kenneth Tjhia and
Elham Parhizkar and
Levi Lelis},
title = {Synthesizing Libraries of Programs with Auxiliary Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=tP1PBrMUlX},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RahmanETPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RakotomamonjyVR24,
author = {Alain Rakotomamonjy and
Maxime Vono and
Hamlet Jesse Medina Ruiz and
Liva Ralaivola},
title = {Personalised Federated Learning On Heterogeneous Feature Spaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uCZJaqJchs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RakotomamonjyVR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RathRSTC24,
author = {Lucas Rath and
Alexander von Rohr and
Andreas Schultze and
Sebastian Trimpe and
Burkhard Corves},
title = {Discovering Model Structure of Dynamical Systems with Combinatorial
Bayesian Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=2iOOvQmJBK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RathRSTC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RavikumarSA024,
author = {Deepak Ravikumar and
Gobinda Saha and
Sai Aparna Aketi and
Kaushik Roy},
title = {Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation
for Decentralized Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=CuyJkNjIVd},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RavikumarSA024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RenYZWDHC24,
author = {Weiming Ren and
Huan Yang and
Ge Zhang and
Cong Wei and
Xinrun Du and
Wenhao Huang and
Wenhu Chen},
title = {ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vqniLmUDvj},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RenYZWDHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RigterYP24,
author = {Marc Rigter and
Jun Yamada and
Ingmar Posner},
title = {World Models via Policy-Guided Trajectory Diffusion},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9CcgO0LhKG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RigterYP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RomeroBTH24,
author = {David W. Romero and
Erik J. Bekkers and
Jakub M. Tomczak and
Mark Hoogendoorn},
title = {Wavelet Networks: Scale-Translation Equivariant Learning From Raw
Time-Series},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ga5SNulYet},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RomeroBTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RossLCC24,
author = {Brendan Leigh Ross and
Gabriel Loaiza{-}Ganem and
Anthony L. Caterini and
Jesse C. Cresswell},
title = {Neural Implicit Manifold Learning for Topology-Aware Density Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lTOku838Zv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RossLCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/RoznerBWL24,
author = {Amit Rozner and
Barak Battash and
Lior Wolf and
Ofir Lindenbaum},
title = {Domain-Generalizable Multiple-Domain Clustering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=O9RUANpPmb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/RoznerBWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/S0SDH0024,
author = {Karthik Somayaji N. S. and
Yu Wang and
Malachi Schram and
J{\'{a}}n Drgona and
Mahantesh M. Halappanavar and
Frank Liu and
Peng Li},
title = {Extreme Risk Mitigation in Reinforcement Learning using Extreme Value
Theory},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=098mb06uhA},
timestamp = {Thu, 21 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/S0SDH0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SadashivaiahMLC24,
author = {Vijay Sadashivaiah and
Keerthiram Murugesan and
Ronny Luss and
Pin{-}Yu Chen and
Chris R. Sims and
James A. Hendler and
Amit Dhurandhar},
title = {To Transfer or Not to Transfer: Suppressing Concepts from Source Representations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=BNP4MxzDEI},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SadashivaiahMLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SadekNVV24,
author = {Karim Abdel Sadek and
Matteo Nulli and
Joan Velja and
Jort Vincenti},
title = {'Explaining {RL} Decisions with Trajectories': {A} Reproducibility
Study},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QdeBbK5CSh},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SadekNVV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SaglamCMK24,
author = {Baturay Saglam and
Dogan Can {\c{C}}i{\c{c}}ek and
Furkan Burak Mutlu and
Suleyman S. Kozat},
title = {Mitigating Off-Policy Bias in Actor-Critic Methods with One-Step Q-learning:
{A} Novel Correction Approach},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=CyjG4ZKCtE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SaglamCMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SahaP24,
author = {Akash Saha and
Balamurugan Palaniappan},
title = {Learning Sparse Graphs for Functional Regression using Graph-induced
Operator-valued Kernels},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=f9l4eiPKpV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SahaP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SaiinSYSK24,
author = {Ryuji Saiin and
Tomoya Shirakawa and
Sota Yoshihara and
Yoshihide Sawada and
Hiroyuki Kusumoto},
title = {Spike Accumulation Forwarding for Effective Training of Spiking Neural
Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RGQsUQDAd9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SaiinSYSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SakamotoS24,
author = {Keitaro Sakamoto and
Issei Sato},
title = {End-to-End Training Induces Information Bottleneck through Layer-Role
Differentiation: {A} Comparative Analysis with Layer-wise Training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=O3wmRh2SfT},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SakamotoS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SalehiFHFPVTFRM24,
author = {Mohammadreza Salehi and
Mehrdad Farajtabar and
Maxwell Horton and
Fartash Faghri and
Hadi Pouransari and
Raviteja Vemulapalli and
Oncel Tuzel and
Ali Farhadi and
Mohammad Rastegari and
Sachin Mehta},
title = {{CLIP} meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Yh8Y7a4myU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SalehiFHFPVTFRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SalehkaleybarKK24,
author = {Saber Salehkaleybar and
Mohammadsadegh Khorasani and
Negar Kiyavash and
Niao He and
Patrick Thiran},
title = {Momentum-Based Policy Gradient with Second-Order Information},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=2bURaH6RN8},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SalehkaleybarKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Sato24,
author = {Ryoma Sato},
title = {Making Translators Privacy-aware on the User's Side},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=A6eqDMttcs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Sato24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ScemamaK24,
author = {Paul Scemama and
Ariel Kapusta},
title = {On the Out-of-Distribution Coverage of Combining Split Conformal Prediction
and Bayesian Deep Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TySx8fsSSU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ScemamaK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SchieleLB24,
author = {Philipp Schiele and
Eric Luxenberg and
Stephen P. Boyd},
title = {Disciplined Saddle Programming},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KhMLfEIoUm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SchieleLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SemmlerD24,
author = {Markus Semmler and
Miguel de Benito Delgado},
title = {[Re] Classwise-Shapley values for data valuation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=srFEYJkqD7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SemmlerD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SharmaRTF24,
author = {Mrinank Sharma and
Tom Rainforth and
Yee Whye Teh and
Vincent Fortuin},
title = {Incorporating Unlabelled Data into Bayesian Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=q2AbLOwmHm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SharmaRTF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SharmaZNPPD24,
author = {Abhishek Sharma and
Catherine Zeng and
Sanjana Narayanan and
Sonali Parbhoo and
Roy H. Perlis and
Finale Doshi{-}Velez},
title = {Task-Relevant Feature Selection with Prediction Focused Mixture Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=voHKJOdCNw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SharmaZNPPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShenCM0V24,
author = {Cencheng Shen and
Jaewon Chung and
Ronak D. Mehta and
Ting Xu and
Joshua T. Vogelstein},
title = {Independence Testing for Temporal Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jv1aPQINc4},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShenCM0V24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Shi024,
author = {Weili Shi and
Sheng Li},
title = {Dual-windowed Vision Transformer with Angular Self- Attention},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7jgu4oXsGM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Shi024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShiS0ZG24,
author = {Dai Shi and
Zhiqi Shao and
Yi Guo and
Qibin Zhao and
Junbin Gao},
title = {Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence,
Energy Dynamic and as Non-Linear Diffusion},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=q4iSLPoFe7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShiS0ZG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShiZ0024,
author = {Chengshuai Shi and
Ruida Zhou and
Kun Yang and
Cong Shen},
title = {Harnessing the Power of Federated Learning in Federated Contextual
Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Z8wcREe9qV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShiZ0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Shin0H24,
author = {Jinyoung Shin and
Jae Yong Lee and
Hyung Ju Hwang},
title = {Pseudo-Differential Neural Operator: Generalize Fourier Neural operator
for Learning Solution Operators of Partial Differential Equations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=805jKZ0Gqf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Shin0H24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ShlegerisRCM24,
author = {Buck Shlegeris and
Fabien Roger and
Lawrence Chan and
Euan McLean},
title = {Language Models Are Better Than Humans at Next-token Prediction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RNsnSLdmV7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ShlegerisRCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Siddiqui0LD24,
author = {Shoaib Ahmed Siddiqui and
David Krueger and
Yann LeCun and
St{\'{e}}phane Deny},
title = {Blockwise Self-Supervised Learning at Scale},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=M2m618iIPk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Siddiqui0LD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SimkusG24,
author = {Vaidotas Simkus and
Michael U. Gutmann},
title = {Improving Variational Autoencoder Estimation from Incomplete Data
with Mixture Variational Families},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lLVmIvZfry},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SimkusG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SinghCAAPGLH0XP24,
author = {Avi Singh and
John D. Co{-}Reyes and
Rishabh Agarwal and
Ankesh Anand and
Piyush Patil and
Xavier Garcia and
Peter J. Liu and
James Harrison and
Jaehoon Lee and
Kelvin Xu and
Aaron T. Parisi and
Abhishek Kumar and
Alexander A. Alemi and
Alex Rizkowsky and
Azade Nova and
Ben Adlam and
Bernd Bohnet and
Gamaleldin Fathy Elsayed and
Hanie Sedghi and
Igor Mordatch and
Isabelle Simpson and
Izzeddin Gur and
Jasper Snoek and
Jeffrey Pennington and
Jiri Hron and
Kathleen Kenealy and
Kevin Swersky and
Kshiteej Mahajan and
Laura Culp and
Lechao Xiao and
Maxwell L. Bileschi and
Noah Constant and
Roman Novak and
Rosanne Liu and
Tris Warkentin and
Yundi Qian and
Yamini Bansal and
Ethan Dyer and
Behnam Neyshabur and
Jascha Sohl{-}Dickstein and
Noah Fiedel},
title = {Beyond Human Data: Scaling Self-Training for Problem-Solving with
Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lNAyUngGFK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SinghCAAPGLH0XP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SinghZ24,
author = {Karanpartap Singh and
James Zou},
title = {New Evaluation Metrics Capture Quality Degradation due to {LLM} Watermarking},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=PuhF0hyDq1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SinghZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SinhaB24,
author = {Anshuman Sinha and
Spencer H. Bryngelson},
title = {Neural networks can be FLOP-efficient integrators of 1D oscillatory
integrands},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=5psgQEHn6t},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SinhaB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SinhaBBACB24,
author = {Aradhana Sinha and
Ananth Balashankar and
Ahmad Beirami and
Thi Avrahami and
Jilin Chen and
Alex Beutel},
title = {Break it, Imitate it, Fix it: Robustness by Generating Human-Like
Attacks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=UAT4j3Y7HP},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SinhaBBACB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SkylitsisFNN24,
author = {Iason Skylitsis and
Zheng Feng and
Idries Nasim and
Camille Niessink},
title = {Reproducibility Study of "Robust Fair Clustering: {A} Novel Fairness
Attack and Defense Framework"},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=H1hLNjwrGy},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SkylitsisFNN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Smedemark-Margulies24,
author = {Niklas Smedemark{-}Margulies and
Yunus Bicer and
Elifnur Sunger and
Tales Imbiriba and
Eugene Tunik and
Deniz Erdogmus and
Mathew Yarossi and
Robin Walters},
title = {Fast and Expressive Gesture Recognition using a Combination-Homomorphic
Electromyogram Encoder},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=j5T4pcLbcY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Smedemark-Margulies24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SmithHZHKSJ24,
author = {James Seale Smith and
Yen{-}Chang Hsu and
Lingyu Zhang and
Ting Hua and
Zsolt Kira and
Yilin Shen and
Hongxia Jin},
title = {Continual Diffusion: Continual Customization of Text-to-Image Diffusion
with C-LoRA},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TZdEgwZ6f3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SmithHZHKSJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SordelloD0S24,
author = {Matteo Sordello and
Niccol{\`{o}} Dalmasso and
Hangfeng He and
Weijie J. Su},
title = {Robust Learning Rate Selection for Stochastic Optimization via Splitting
Diagnostic},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=3PbxuMNQkp},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SordelloD0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SoufleriR024,
author = {Efstathia Soufleri and
Deepak Ravikumar and
Kaushik Roy},
title = {DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private
Image Synthesis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KleJZ9ZzYw},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SoufleriR024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SpeicherNG24,
author = {Till Speicher and
Vedant Nanda and
Krishna P. Gummadi},
title = {Understanding the Role of Invariance in Transfer Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=spJI4LSPIU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SpeicherNG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/StaermanMCCd24,
author = {Guillaume Staerman and
Pavlo Mozharovskyi and
Pierre Colombo and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Florence d'Alch{\'{e}}{-}Buc},
title = {A Pseudo-Metric between Probability Distributions based on Depth-Trimmed
Regions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=QySD5r7PeE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/StaermanMCCd24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/StanicCT24,
author = {Aleksandar Stanic and
Sergi Caelles and
Michael Tschannen},
title = {Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as
Programmers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WYGiqSVstK},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/StanicCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/StocksiekerPC24,
author = {Samuel Stocksieker and
Denys Pommeret and
Arthur Charpentier},
title = {Generalized Oversampling for Learning from Imbalanced datasets and
Associated Theory: Application in Regression},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DLqPhQxgYu},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/StocksiekerPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SuL24,
author = {Kefan Su and
Zongqing Lu},
title = {A Fully Decentralized Surrogate for Multi-Agent Policy Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=MppUW90uU2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SuL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SuZ0K24,
author = {Jingtong Su and
Ya Shi Zhang and
Nikolaos Tsilivis and
Julia Kempe},
title = {On the Robustness of Neural Collapse and the Neural Collapse of Robustness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=OyXS4ZIqd3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SuZ0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SuetakeUSS24,
author = {Kazuma Suetake and
Takuya Ushimaru and
Ryuji Saiin and
Yoshihide Sawada},
title = {Synaptic Interaction Penalty: Appropriate Penalty Term for Energy-Efficient
Spiking Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=42BKnT2qW3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SuetakeUSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SumersYN024,
author = {Theodore R. Sumers and
Shunyu Yao and
Karthik Narasimhan and
Thomas L. Griffiths},
title = {Cognitive Architectures for Language Agents},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1i6ZCvflQJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SumersYN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SunSR24,
author = {Lukang Sun and
Adil Salim and
Peter Richt{\'{a}}rik},
title = {Federated Sampling with Langevin Algorithm under Isoperimetry},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Sj7bFPeR6W},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SunSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Taha0R024,
author = {Diaaeldin Taha and
Wei Zhao and
J. Maxwell Riestenberg and
Michael Strube},
title = {Normed Spaces for Graph Embedding},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=4E2XLydJiv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Taha0R024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Takahashi24,
author = {Takashi Takahashi},
title = {A replica analysis of under-bagging},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=7HIOUZAoq5},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Takahashi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TakidaI0SCLMUUL24,
author = {Yuhta Takida and
Yukara Ikemiya and
Takashi Shibuya and
Kazuki Shimada and
Woosung Choi and
Chieh{-}Hsin Lai and
Naoki Murata and
Toshimitsu Uesaka and
Kengo Uchida and
Wei{-}Hsiang Liao and
Yuki Mitsufuji},
title = {{HQ-VAE:} Hierarchical Discrete Representation Learning with Variational
Bayes},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xqAVkqrLjx},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TakidaI0SCLMUUL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TamBR24,
author = {Derek Tam and
Mohit Bansal and
Colin Raffel},
title = {Merging by Matching Models in Task Parameter Subspaces},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qNGo6ghWFB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TamBR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TanMTS24,
author = {Hong Ye Tan and
Subhadip Mukherjee and
Junqi Tang and
Carola{-}Bibiane Sch{\"{o}}nlieb},
title = {Boosting Data-Driven Mirror Descent with Randomization, Equivariance,
and Acceleration},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=r2dx1s1lqG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TanMTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TanWZ24,
author = {Zhiquan Tan and
Zihao Wang and
Yifan Zhang},
title = {{SEAL:} Simultaneous Label Hierarchy Exploration And Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=JZVqDTNA59},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TanWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TangCH24,
author = {Yung{-}Chen Tang and
Pin{-}Yu Chen and
Tsung{-}Yi Ho},
title = {Neural Clamping: Joint Input Perturbation and Temperature Scaling
for Neural Network Calibration},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qSFToMqLcq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TangCH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TanskanenRHGK24,
author = {Ville Tanskanen and
Chang Rajani and
Perttu H{\"{a}}m{\"{a}}l{\"{a}}inen and
Christian Guckelsberger and
Arto Klami},
title = {Contextual Policies Enable Efficient and Interpretable Inverse Reinforcement
Learning for Populations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=4CUkCG6ITe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TanskanenRHGK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TaylorTMC24,
author = {Alexander D. J. Taylor and
Phillip Tregidgo and
Jonathan James Morrison and
Neill D. F. Campbell},
title = {VisionAD, a software package of performant anomaly detection algorithms,
and Proportion Localised, an interpretable metric},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=o5kYH7bNe3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TaylorTMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Tee0YG0Y24,
author = {Joshua Tian Jin Tee and
Kang Zhang and
Hee Suk Yoon and
Dhananjaya N. Gowda and
Chanwoo Kim and
Chang D. Yoo},
title = {Physics Informed Distillation for Diffusion Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=rOvaUsF996},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Tee0YG0Y24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TepperBAHW24,
author = {Mariano Tepper and
Ishwar Singh Bhati and
Cecilia Aguerrebere and
Mark Hildebrand and
Theodore L. Willke},
title = {LeanVec: Searching vectors faster by making them fit},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=wczqrpOrIc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TepperBAHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TeterNH24,
author = {Alexis Teter and
Iman Nodozi and
Abhishek Halder},
title = {Proximal Mean Field Learning in Shallow Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vyRBsqj5iG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TeterNH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ThickstunHDL24,
author = {John Thickstun and
David Leo Wright Hall and
Chris Donahue and
Percy Liang},
title = {Anticipatory Music Transformer},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EBNJ33Fcrl},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ThickstunHDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ThielmannRKRS24,
author = {Anton Frederik Thielmann and
Arik Reuter and
Thomas Kneib and
David R{\"{u}}gamer and
Benjamin S{\"{a}}fken},
title = {Interpretable Additive Tabular Transformer Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=TdJ7lpzAkD},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ThielmannRKRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ThilakLZSPS24,
author = {Vimal Thilak and
Etai Littwin and
Shuangfei Zhai and
Omid Saremi and
Roni Paiss and
Joshua M. Susskind},
title = {The Slingshot Effect: {A} Late-Stage Optimization Anomaly in Adaptive
Gradient Methods},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=OZbn8ULouY},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ThilakLZSPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ThudiSBP24,
author = {Anvith Thudi and
Ilia Shumailov and
Franziska Boenisch and
Nicolas Papernot},
title = {From Differential Privacy to Bounds on Membership Inference: Less
can be More},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=daXqjb6dVE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ThudiSBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TiwariMKS0V24,
author = {Prayag Tiwari and
Farid Saberi Movahed and
Saeed Karami and
Farshad Saberi{-}Movahed and
Jens Lehmann and
Sahar Vahdati},
title = {A Self-Representation Learning Method for Unsupervised Feature Selection
using Feature Space Basis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=LNvbgBFPMt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TiwariMKS0V24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TohmeSYH24,
author = {Tony Tohme and
Mohsen Sadr and
Kamal Youcef{-}Toumi and
Nicolas G. Hadjiconstantinou},
title = {{MESSY} Estimation: Maximum-Entropy based Stochastic and Symbolic
densitY Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Y2ru0LuQeS},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TohmeSYH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ToniVTLP24,
author = {Giovanni De Toni and
Paolo Viappiani and
Stefano Teso and
Bruno Lepri and
Andrea Passerini},
title = {Personalized Algorithmic Recourse with Preference Elicitation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8sg2I9zXgO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ToniVTLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TonshoffRRG24,
author = {Jan T{\"{o}}nshoff and
Martin Ritzert and
Eran Rosenbluth and
Martin Grohe},
title = {Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Nm0WX86sKv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TonshoffRRG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TornedeDEGMRSTT24,
author = {Alexander Tornede and
Difan Deng and
Theresa Eimer and
Joseph Giovanelli and
Aditya Mohan and
Tim Ruhkopf and
Sarah Segel and
Daphne Theodorakopoulos and
Tanja Tornede and
Henning Wachsmuth and
Marius Lindauer},
title = {AutoML in the Age of Large Language Models: Current Challenges, Future
Opportunities and Risks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cAthubStyG},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TornedeDEGMRSTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ToyotaF24,
author = {Shoji Toyota and
Kenji Fukumizu},
title = {Out-of-Distribution Optimality of Invariant Risk Minimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=pWsfWDnJDa},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ToyotaF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TrangNSVRH24,
author = {Thuan Nguyen Anh Trang and
Nhat Khang Ngo and
Hugo Sonnery and
Thieu N. Vo and
Siamak Ravanbakhsh and
Truong Son Hy},
title = {Scalable Hierarchical Self-Attention with Learnable Hierarchy for
Long-Range Interactions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qH4YFMyhce},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TrangNSVRH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TschernutterKF24,
author = {Daniel Tschernutter and
Mathias Kraus and
Stefan Feuerriegel},
title = {A Globally Convergent Algorithm for Neural Network Parameter Optimization
Based on Difference-of-Convex Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=EDqCY6ihbr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TschernutterKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TuD0G24,
author = {Weijie Tu and
Weijian Deng and
Liang Zheng and
Tom Gedeon},
title = {What Does Softmax Probability Tell Us about Classifiers Ranking Across
Diverse Test Conditions?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vtiDUgGjyx},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TuD0G24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VafaPDKAB24,
author = {Keyon Vafa and
Emil Palikot and
Tianyu Du and
Ayush Kanodia and
Susan Athey and
David M. Blei},
title = {{CAREER:} {A} Foundation Model for Labor Sequence Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=4i1MXH8Sle},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VafaPDKAB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VaishnaviER24,
author = {Pratik Vaishnavi and
Kevin Eykholt and
Amir Rahmati},
title = {A Study of the Effects of Transfer Learning on Adversarial Robustness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=T6RygOFZ6B},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VaishnaviER24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VardhanGM24,
author = {Harsh Vardhan and
Avishek Ghosh and
Arya Mazumdar},
title = {An Improved Federated Clustering Algorithm with Model-based Clustering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1ZGA5mSkoB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VardhanGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VariciKWST24,
author = {Burak Varici and
Dmitriy Katz and
Dennis Wei and
Prasanna Sattigeri and
Ali Tajer},
title = {Separability Analysis for Causal Discovery in Mixture of DAGs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ALRWXT1RLZ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VariciKWST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VasilcoiuSKH24,
author = {Ana Vasilcoiu and
T. H. F. Stessen and
Thies Kersten and
Batu Helvacioglu},
title = {[Re] GNNInterpreter: {A} probabilistic generative model-level explanation
for Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8cYcR23WUo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VasilcoiuSKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VeldandaBDMG24,
author = {Akshaj Kumar Veldanda and
Ivan Brugere and
Sanghamitra Dutta and
Alan Mishler and
Siddharth Garg},
title = {Hyper-parameter Tuning for Fair Classification without Sensitive Attribute
Access},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZSWKdRi2cU},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VeldandaBDMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VermaAMR24,
author = {Samidha Verma and
Burouj Armgaan and
Sourav Medya and
Sayan Ranu},
title = {InduCE: Inductive Counterfactual Explanations for Graph Neural Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=RZPN8cgqST},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VermaAMR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VerwimpABBCGHHK24,
author = {Eli Verwimp and
Rahaf Aljundi and
Shai Ben{-}David and
Matthias Bethge and
Andrea Cossu and
Alexander Gepperth and
Tyler L. Hayes and
Eyke H{\"{u}}llermeier and
Christopher Kanan and
Dhireesha Kudithipudi and
Christoph H. Lampert and
Martin Mundt and
Razvan Pascanu and
Adrian Popescu and
Andreas S. Tolias and
Joost van de Weijer and
Bing Liu and
Vincenzo Lomonaco and
Tinne Tuytelaars and
Gido M. van de Ven},
title = {Continual Learning: Applications and the Road Forward},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=axBIMcGZn9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VerwimpABBCGHHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VillarHYKS24,
author = {Soledad Villar and
David W. Hogg and
Weichi Yao and
George A. Kevrekidis and
Bernhard Sch{\"{o}}lkopf},
title = {Towards fully covariant machine learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=gllUnpYuXg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VillarHYKS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VinarozP24,
author = {Margarita Vinaroz and
Mijung Park},
title = {Differentially Private Kernel Inducing Points using features from
ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=84M8xwNxrc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VinarozP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VisetKWS24,
author = {Frida Marie Viset and
Anton Kullberg and
Frederiek Wesel and
Arno Solin},
title = {Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel
Precision Matrices},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=s9ylaDLvdO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VisetKWS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VladymyrovZ024,
author = {Max Vladymyrov and
Andrey Zhmoginov and
Mark Sandler},
title = {Continual HyperTransformer: {A} Meta-Learner for Continual Few-Shot
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zdtSqZnkx1},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VladymyrovZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VonderfechtL24,
author = {Jeremy Vonderfecht and
Feng Liu},
title = {Predicting the Encoding Error of SIRENs},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iKPC7N85Pf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VonderfechtL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/VuGNL24,
author = {Minh H. Vu and
Anders Garpebring and
Tufve Nyholm and
Tommy L{\"{o}}fstedt},
title = {Compressing the Activation Maps in Deep Convolutional Neural Networks
and Its Regularizing Effect},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=s1qh12FReM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/VuGNL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WagnerTKLS24,
author = {Royden Wagner and
{\"{O}}mer Sahin Tas and
Marvin Klemp and
Carlos Fern{\'{a}}ndez and
Christoph Stiller},
title = {RedMotion: Motion Prediction via Redundancy Reduction},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xl1KhKT3Xx},
timestamp = {Tue, 10 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WagnerTKLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Wan0LA0LQYZZC024,
author = {Zhongwei Wan and
Xin Wang and
Che Liu and
Samiul Alam and
Yu Zheng and
Jiachen Liu and
Zhongnan Qu and
Shen Yan and
Yi Zhu and
Quanlu Zhang and
Mosharaf Chowdhury and
Mi Zhang},
title = {Efficient Large Language Models: {A} Survey},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bsCCJHbO8A},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Wan0LA0LQYZZC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Wang0CSFM24,
author = {Mianchu Wang and
Rui Yang and
Xi Chen and
Hao Sun and
Meng Fang and
Giovanni Montana},
title = {GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning
with Learned Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zOKAmm8R9B},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Wang0CSFM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangCSZ24,
author = {Ziyi Wang and
Yujie Chen and
Qifan Song and
Ruqi Zhang},
title = {Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian
Monte Carlo},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=uSLNzzuiDJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangCSZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangDJK0024,
author = {Jianyu Wang and
Rudrajit Das and
Gauri Joshi and
Satyen Kale and
Zheng Xu and
Tong Zhang},
title = {On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous
Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zF76Ga4EPs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangDJK0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangG24,
author = {Cheng Wang and
Jacek Golebiowski},
title = {Towards Unbiased Calibration using Meta-Regularization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Yf8iHCfG4W},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangHH0024,
author = {Minghua Wang and
Yan Hu and
Ziyun Huang and
Di Wang and
Jinhui Xu},
title = {Persistent Local Homology in Graph Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qunyX9WYr6},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangHH0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangQ24,
author = {Zhou Wang and
Xingye Qiao},
title = {Deep Generalized Prediction Set Classifier and Its Theoretical Guarantees},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=H7gLN5nqVF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangS24,
author = {Yinsong Wang and
Shahin Shahrampour},
title = {{TAP:} The Attention Patch for Cross-Modal Knowledge Transfer from
Unlabeled Modality},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=73uyerai53},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangSCWP24,
author = {Guanbo Wang and
Mireille Schnitzer and
Tom Chen and
Rui Wang and
Robert W. Platt},
title = {A general framework for formulating structured variable selection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=cvOpIhQQMN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangSCWP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangX0MXZFA24,
author = {Guanzhi Wang and
Yuqi Xie and
Yunfan Jiang and
Ajay Mandlekar and
Chaowei Xiao and
Yuke Zhu and
Linxi Fan and
Anima Anandkumar},
title = {Voyager: An Open-Ended Embodied Agent with Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ehfRiF0R3a},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangX0MXZFA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WangZNK24,
author = {Xiaoyang Wang and
Han Zhao and
Klara Nahrstedt and
Sanmi Koyejo},
title = {Personalized Federated Learning with Spurious Features: An Adversarial
Approach},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=N2wx9UVHkH},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangZNK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Wei0M0C24,
author = {Ran Wei and
Nathan Lambert and
Anthony D. McDonald and
Alfredo Garc{\'{\i}}a and
Roberto Calandra},
title = {A Unified View on Solving Objective Mismatch in Model-Based Reinforcement
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=tQVZgvXhZb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Wei0M0C24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WeiKWYCP024,
author = {Rongzhe Wei and
Eleonora Kreacic and
Haoyu Peter Wang and
Haoteng Yin and
Eli Chien and
Vamsi K. Potluru and
Pan Li},
title = {On the Inherent Privacy Properties of Discrete Denoising Diffusion
Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=UuU6C6CUoF},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WeiKWYCP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WeiWNAZHSL24,
author = {Tianhao Wei and
Ziwei Wang and
Peizhi Niu and
Abulikemu Abuduweili and
Weiye Zhao and
Casidhe Hutchison and
Eric M. Sample and
Changliu Liu},
title = {Improve Certified Training with Signal-to-Noise Ratio Loss to Decrease
Neuron Variance and Increase Neuron Stability},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iV0jktFZ5Y},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WeiWNAZHSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WolfeLWKK24,
author = {Cameron R. Wolfe and
Fangshuo Liao and
Qihan Wang and
Junhyung Lyle Kim and
Anastasios Kyrillidis},
title = {How Much Pre-training Is Enough to Discover a Good Subnetwork?},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=UVE7LllpXe},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WolfeLWKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WongGCWL24,
author = {Gina Wong and
Joshua Gleason and
Rama Chellappa and
Yoav Wald and
Anqi Liu},
title = {Weighted Risk Invariance: Domain Generalization under Invariant Feature
Shift},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=WyPKLWPYsr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WongGCWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WuGGCBP24,
author = {Jiapeng Wu and
Atiyeh Ashari Ghomi and
David Glukhov and
Jesse C. Cresswell and
Franziska Boenisch and
Nicolas Papernot},
title = {Augment then Smooth: Reconciling Differential Privacy with Certified
Robustness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=YN0IcnXqsr},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WuGGCBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WuL0WYZX24,
author = {Junyang Wu and
Xianhang Li and
Chen Wei and
Huiyu Wang and
Alan L. Yuille and
Yuyin Zhou and
Cihang Xie},
title = {Unleashing the Power of Visual Prompting At the Pixel Level},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=IX5GX8SNtM},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WuL0WYZX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Xie00X24,
author = {Shaoyuan Xie and
Zichao Li and
Zeyu Wang and
Cihang Xie},
title = {On the Adversarial Robustness of Camera-based 3D Object Detection},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6SofFlwhEv},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Xie00X24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XieLBH24,
author = {Tong Xie and
Haoyu Li and
Andrew Bai and
Cho{-}Jui Hsieh},
title = {Data Attribution for Diffusion Models: Timestep-induced Bias in Influence
Estimation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=P3Lyun7CZs},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XieLBH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XiePRC24,
author = {Wanyun Xie and
Thomas Pethick and
Ali Ramezani{-}Kebrya and
Volkan Cevher},
title = {Mixed Nash for Robust Federated Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mqMzerrVOB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XiePRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XieXIZJ24,
author = {Yaochen Xie and
Ziqian Xie and
Sheikh Muhammad Saiful Islam and
Degui Zhi and
Shuiwang Ji},
title = {Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional
Imaging Genetics Studies},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9UgUMFW67X},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XieXIZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuCCZ24,
author = {Jinxuan Xu and
Hong{-}You Chen and
Wei{-}Lun Chao and
Yuqian Zhang},
title = {Jigsaw Game: Federated Clustering},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8YcUJbxmmC},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuCCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuJWS024,
author = {Linjie Xu and
Zhengyao Jiang and
Jinyu Wang and
Lei Song and
Jiang Bian},
title = {Mildly Constrained Evaluation Policy for Offline Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=imAROs79Pb},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuJWS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuLVSK24,
author = {Yudong Xu and
Wenhao Li and
Pashootan Vaezipoor and
Scott Sanner and
Elias Boutros Khalil},
title = {LLMs and the Abstraction and Reasoning Corpus: Successes, Failures,
and the Importance of Object-based Representations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=E8m8oySvPJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuLVSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/XuYC00XC24,
author = {Yuecong Xu and
Jianfei Yang and
Haozhi Cao and
Min Wu and
Xiaoli Li and
Lihua Xie and
Zhenghua Chen},
title = {Leveraging Endo- and Exo-Temporal Regularization for Black-box Video
Domain Adaptation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=icoP08mrQJ},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/XuYC00XC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YadavHB24,
author = {Prateek Yadav and
Peter Hase and
Mohit Bansal},
title = {{INSPIRE:} Incorporating Diverse Feature Preferences in Recourse},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6yzIuqKGnq},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YadavHB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YadavMC24,
author = {Chhavi Yadav and
Michal Moshkovitz and
Kamalika Chaudhuri},
title = {XAudit : {A} Learning-Theoretic Look at Auditing with Explanations},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=gPtjyzXskg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YadavMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YamadaBLKY24,
author = {Yutaro Yamada and
Yihan Bao and
Andrew Kyle Lampinen and
Jungo Kasai and
Ilker Yildirim},
title = {Evaluating Spatial Understanding of Large Language Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xkiflfKCw3},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YamadaBLKY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YamamuraOHIF24,
author = {Keiichiro Yamamura and
Issa Oe and
Nozomi Hata and
Hiroki Ishikura and
Katsuki Fujisawa},
title = {Appropriate Balance of Diversification and Intensification Improves
Performance and Efficiency of Adversarial Attacks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=mK6TwmInTg},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YamamuraOHIF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YanLSLW24,
author = {Qi Yan and
Zhengyang Liang and
Yang Song and
Renjie Liao and
Lele Wang},
title = {SwinGNN: Rethinking Permutation Invariance in Diffusion Models for
Graph Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=abfi5plvQ4},
timestamp = {Fri, 27 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YanLSLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YangC0M0024,
author = {Wenkai Yang and
Deli Chen and
Hao Zhou and
Fandong Meng and
Jie Zhou and
Xu Sun},
title = {Decentralized Decoupled Training for Federated Long-Tailed Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=hw7inQwRxB},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YangC0M0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YangLCP024,
author = {Seongjun Yang and
Gibbeum Lee and
Jaewoong Cho and
Dimitris Papailiopoulos and
Kangwook Lee},
title = {Predictive Pipelined Decoding: {A} Compute-Latency Trade-off for Exact
{LLM} Decoding},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=yUmJ483OB0},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YangLCP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YangLd24,
author = {Junjie Yang and
Matthieu Labeau and
Florence d'Alch{\'{e}}{-}Buc},
title = {Exploiting Edge Features in Graph-based Learning with Fused Network
Gromov-Wasserstein Distance},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=8uCNtJ2Fmo},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YangLd24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YangMZL024,
author = {Wankou Yang and
Jiren Mai and
Fei Zhang and
Tongliang Liu and
Bo Han},
title = {Exploit {CAM} by itself: Complementary Learning System for Weakly
Supervised Semantic Segmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KutEe24Yai},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YangMZL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YangYM0024,
author = {Zi Yang and
Haojin Yang and
Soumajit Majumder and
Jorge Cardoso and
Guillermo Gallego},
title = {Data Pruning Can Do More: {A} Comprehensive Data Pruning Approach
for Object Re-identification},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vxxi7xzzn7},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YangYM0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YaoZL0L24,
author = {Wei Yao and
Zhanke Zhou and
Zhicong Li and
Bo Han and
Yong Liu},
title = {Understanding Fairness Surrogate Functions in Algorithmic Fairness},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=iBgmoMTlaz},
timestamp = {Tue, 01 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YaoZL0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YavasT24,
author = {Recep Can Yavas and
Vincent Y. F. Tan},
title = {Fixed-Budget Best-Arm Identification in Sparse Linear Bandits},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Igxp7FC8uf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YavasT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YimCMFGJLSVNBJ24,
author = {Jason Yim and
Andrew Campbell and
Emile Mathieu and
Andrew Y. K. Foong and
Michael Gastegger and
Jos{\'{e}} Jim{\'{e}}nez{-}Luna and
Sarah Lewis and
Victor Garcia Satorras and
Bastiaan S. Veeling and
Frank No{\'{e}} and
Regina Barzilay and
Tommi S. Jaakkola},
title = {Improved motif-scaffolding with {SE(3)} flow matching},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=fa1ne8xDGn},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YimCMFGJLSVNBJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YinDWSK24,
author = {Junjie Yin and
Jiahao Dong and
Yingheng Wang and
Christopher De Sa and
Volodymyr Kuleshov},
title = {ModuLoRA: Finetuning 2-Bit LLMs on Consumer GPUs by Integrating with
Modular Quantizers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=r9p9CV52MV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YinDWSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YinTZKL24,
author = {Tongxin Yin and
Xuwei Tan and
Xueru Zhang and
Mohammad Mahdi Khalili and
Mingyan Liu},
title = {Federated Learning with Reduced Information Leakage and Computation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZJ4A3xhADV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YinTZKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YoshidaN24,
author = {Kotaro Yoshida and
Hiroki Naganuma},
title = {Towards Understanding Variants of Invariant Risk Minimization through
the Lens of Calibration},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=9YqacugDER},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YoshidaN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YuGK0NR0Z24,
author = {Da Yu and
Sivakanth Gopi and
Janardhan Kulkarni and
Zinan Lin and
Saurabh Naik and
Tomasz Lukasz Religa and
Jian Yin and
Huishuai Zhang},
title = {Selective Pre-training for Private Fine-tuning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=y3u8OpPHxz},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YuGK0NR0Z24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YuK0Z0024,
author = {Jun Yu and
Zhaoming Kong and
Kun Chen and
Xin Zhang and
Yong Chen and
Lifang He},
title = {A Multilinear Least-Squares Formulation for Sparse Tensor Canonical
Correlation Analysis},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=zc0Y0cAuTV},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YuK0Z0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YuY24,
author = {Hongyang Yu and
Hongjiang C. Yu},
title = {TensorVAE: a simple and efficient generative model for conditional
molecular conformation generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=rQqzt4gYcc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YuY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/YuanZ024,
author = {Hongyi Yuan and
Songchi Zhou and
Sheng Yu},
title = {EHRDiff : Exploring Realistic {EHR} Synthesis with Diffusion Models},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DIGkJhGeqi},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/YuanZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangBBC24,
author = {Guojun Zhang and
Mahdi Beitollahi and
Alex Bie and
Xi Chen},
title = {Understanding the Role of Layer Normalization in Label-Skewed Federated
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=6BDHUkSPna},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangBBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangHC24,
author = {Xinwei Zhang and
Mingyi Hong and
Jie Chen},
title = {{GLASU:} {A} Communication-Efficient Algorithm for Federated Learning
with Vertically Distributed Graph Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=LHl2I2rWZa},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangL24,
author = {Zhiwei Zhang and
Yuliang Liu},
title = {Accountable Textual-Visual Chat Learns to Reject Human Instructions
in Image Re-creation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kQmz1BMIYi},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangMA24,
author = {Qian Zhang and
Anuran Makur and
Kamyar Azizzadenesheli},
title = {Functional Linear Regression of Cumulative Distribution Functions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=ZOqJCP4eMk},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangMA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangPCCB24,
author = {Dinghuai Zhang and
Ling Pan and
Ricky T. Q. Chen and
Aaron C. Courville and
Yoshua Bengio},
title = {Distributional GFlowNets with Quantile Flows},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vFSsRYGpjW},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangPCCB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangRT24,
author = {Lily H. Zhang and
Rajesh Ranganath and
Arya Tafvizi},
title = {Towards Minimal Targeted Updates of Language Models with Targeted
Negative Training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=lrZ2yiqOS2},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangRT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangTZBRR24,
author = {Shizhuo Dylan Zhang and
Curt Tigges and
Zory Zhang and
Stella Biderman and
Maxim Raginsky and
Talia Ringer},
title = {Transformer-Based Models Are Not Yet Perfect At Learning to Emulate
Structural Recursion},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Ry5CXXm1sf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangTZBRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangYHC24,
author = {Xinwei Zhang and
Wotao Yin and
Mingyi Hong and
Tianyi Chen},
title = {Hybrid Federated Learning for Feature {\&} Sample Heterogeneity:
Algorithms and Implementation},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qc2lmWkvk4},
timestamp = {Tue, 27 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangYHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangZ0N0K24,
author = {Chenshuang Zhang and
Chaoning Zhang and
Kang Zhang and
Axi Niu and
Junmo Kim and
In So Kweon},
title = {Towards Understanding Dual {BN} In Hybrid Adversarial Training},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=bQKHMSE4SH},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangZ0N0K24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhangZDWSRN024,
author = {Yikai Zhang and
Songzhu Zheng and
Mina Dalirrooyfard and
Pengxiang Wu and
Anderson Schneider and
Anant Raj and
Yuriy Nevmyvaka and
Chao Chen},
title = {Learning to Abstain From Uninformative Data},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=KKARKoPcEA},
timestamp = {Tue, 29 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhangZDWSRN024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Zhao0SLWL24,
author = {Weiye Zhao and
Rui Chen and
Yifan Sun and
Feihan Li and
Tianhao Wei and
Changliu Liu},
title = {State-wise Constrained Policy Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=NgK5etmhz9},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/Zhao0SLWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoDYCS24,
author = {Qi Zhao and
Qiqi Duan and
Bai Yan and
Shi Cheng and
Yuhui Shi},
title = {Automated Design of Metaheuristic Algorithms: {A} Survey},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=qhtHsvF5zj},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoDYCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoHK24,
author = {Tianqi Zhao and
Alan Hanjalic and
Megha Khosla},
title = {{AGALE:} {A} Graph-Aware Continual Learning Evaluation Framework},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=xDTKRLyaNN},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoSL0LWL24,
author = {Weiye Zhao and
Yifan Sun and
Feihan Li and
Rui Chen and
Ruixuan Liu and
Tianhao Wei and
Changliu Liu},
title = {{GUARD:} {A} Safe Reinforcement Learning Benchmark},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=kZFKwApeQO},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoSL0LWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoX24,
author = {Hongru Zhao and
Jinchao Xu},
title = {Convergence Analysis and Trajectory Comparison of Gradient Descent
for Overparameterized Deep Linear Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=jG7ndW7UHp},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhaoYQ024,
author = {Jiayu Zhao and
Renyu Yang and
Shenghao Qiu and
Zheng Wang},
title = {Unleashing the Potential of Acquisition Functions in High-Dimensional
Bayesian Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=0CM7Hfsy61},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhaoYQ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhengNVA24,
author = {Hongkai Zheng and
Weili Nie and
Arash Vahdat and
Anima Anandkumar},
title = {Fast Training of Diffusion Models with Masked Transformers},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=vTBjBtGioE},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhengNVA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhengWXLSXSLL24,
author = {Chuanyang Zheng and
Haiming Wang and
Enze Xie and
Zhengying Liu and
Jiankai Sun and
Huajian Xin and
Jianhao Shen and
Zhenguo Li and
Yu Li},
title = {Lyra: Orchestrating Dual Correction in Automated Theorem Proving},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Svt75kotzs},
timestamp = {Wed, 15 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhengWXLSXSLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhouC0YG24,
author = {Dongruo Zhou and
Jinghui Chen and
Yuan Cao and
Ziyan Yang and
Quanquan Gu},
title = {On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=Gh0cxhbz3c},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhouC0YG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/Zhu0HSZE24,
author = {Deyao Zhu and
Jun Chen and
Kilichbek Haydarov and
Xiaoqian Shen and
Wenxuan Zhang and
Mohamed Elhoseiny},
title = {ChatGPT Asks, {BLIP-2} Answers: Automatic Questioning Towards Enriched
Visual Descriptions},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=1LoVwFkZNo},
timestamp = {Mon, 24 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/Zhu0HSZE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhuSWW24,
author = {Lingwei Zhu and
Matthew Schlegel and
Han Wang and
Martha White},
title = {Offline Reinforcement Learning via Tsallis Regularization},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=HNqEKZDDRc},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZhuSWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhuZLE24,
author = {Rui{-}Jie Zhu and
Qihang Zhao and
Guoqi Li and
Jason Eshraghian},
title = {SpikeGPT: Generative Pre-trained Language Model with Spiking Neural
Networks},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=gcf1anBL9e},
timestamp = {Fri, 15 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhuZLE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZorodduHO24,
author = {Lucas Zoroddu and
Pierre Humbert and
Laurent Oudre},
title = {Learning Network Granger causality using Graph Prior Knowledge},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=DN6sut5fyR},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ZorodduHO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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