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2020 – today
- 2024
[c9]Davin Hill, Aria Masoomi, Max Torop, Sandesh Ghimire, Jennifer G. Dy:
Boundary-Aware Uncertainty for Feature Attribution Explainers. AISTATS 2024: 55-63- [c8]Zulqarnain Khan, Davin Hill, Aria Masoomi, Joshua T. Bone, Jennifer G. Dy:
Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions. AISTATS 2024: 1378-1386 - 2023
- [c7]Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus:
Inv-Senet: Invariant Self Expression Network for Clustering Under Biased Data. ICASSP 2023: 1-5 - [c6]Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy:
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. NeurIPS 2023 - [i13]Sandesh Ghimire, Armand Comas Massague, Davin Hill, Aria Masoomi, Octavia I. Camps, Jennifer G. Dy:
Divide and Compose with Score Based Generative Models. CoRR abs/2302.02272 (2023) - [i12]Sandesh Ghimire, Jinyang Liu, Armand Comas Massague, Davin Hill, Aria Masoomi, Octavia I. Camps, Jennifer G. Dy:
Geometry of Score Based Generative Models. CoRR abs/2302.04411 (2023) - [i11]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis
, Jennifer G. Dy:
Explanations of Black-Box Models based on Directional Feature Interactions. CoRR abs/2304.07670 (2023) - [i10]Max Torop, Aria Masoomi, Davin Hill, Kivanç Köse, Stratis Ioannidis, Jennifer G. Dy:
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma. CoRR abs/2311.00858 (2023) - 2022
- [j2]Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy:
Deep Bayesian Unsupervised Lifelong Learning. Neural Networks 149: 95-106 (2022) - [c5]Chieh Tzu Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy:
Deep Layer-wise Networks Have Closed-Form Weights. AISTATS 2022: 188-225 - [c4]Aria Masoomi, Davin Hill, Zhonghui Xu, Craig P. Hersh, Edwin K. Silverman, Peter J. Castaldi, Stratis Ioannidis, Jennifer G. Dy:
Explanations of Black-Box Models based on Directional Feature Interactions. ICLR 2022 - [i9]Zulqarnain Khan, Aria Masoomi, Davin Hill, Jennifer G. Dy:
Analyzing the Effects of Classifier Lipschitzness on Explainers. CoRR abs/2206.12481 (2022) - [i8]Davin Hill, Aria Masoomi, Sandesh Ghimire, Max Torop, Jennifer G. Dy:
Explanation Uncertainty with Decision Boundary Awareness. CoRR abs/2210.02419 (2022) - [i7]Ashutosh Singh, Ashish Singh, Aria Masoomi, Tales Imbiriba, Erik G. Learned-Miller, Deniz Erdogmus:
Inv-SENnet: Invariant Self Expression Network for clustering under biased data. CoRR abs/2211.06780 (2022) - 2021
- [j1]Zifeng Wang, Aria Masoomi, Zhonghui Xu, Adel Boueiz, Sool Lee, Tingting Zhao, Russell Bowler, Michael H. Cho, Edwin K. Silverman, Craig P. Hersh, Jennifer G. Dy, Peter J. Castaldi:
Improved prediction of smoking status via isoform-aware RNA-seq deep learning models. PLoS Comput. Biol. 17(10) (2021) - [c3]Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy:
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. NeurIPS 2021: 586-597 - [c2]Sandesh Ghimire, Aria Masoomi, Jennifer G. Dy:
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space. NeurIPS 2021: 10221-10233 - [i6]Zifeng Wang, Tong Jian, Aria Masoomi, Stratis Ioannidis, Jennifer G. Dy:
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness. CoRR abs/2106.02734 (2021) - [i5]Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy:
Deep Bayesian Unsupervised Lifelong Learning. CoRR abs/2106.07035 (2021) - [i4]Sandesh Ghimire, Aria Masoomi, Jennifer G. Dy:
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space. CoRR abs/2109.14688 (2021) - 2020
- [c1]Aria Masoomi, Chieh Wu, Tingting Zhao, Zifeng Wang, Peter J. Castaldi, Jennifer G. Dy:
Instance-wise Feature Grouping. NeurIPS 2020 - [i3]Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy:
Layer-wise Learning of Kernel Dependence Networks. CoRR abs/2006.08539 (2020) - [i2]Chieh Wu, Aria Masoomi, Arthur Gretton, Jennifer G. Dy:
Kernel Dependence Network. CoRR abs/2011.03320 (2020)
2010 – 2019
- 2019
- [i1]Tingting Zhao, Zifeng Wang, Aria Masoomi, Jennifer G. Dy:
Adaptive Nonparametric Variational Autoencoder. CoRR abs/1906.03288 (2019)
Coauthor Index
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