default search action
Search dblp for Publications
export results for "stream:conf/mlcb:"
@inproceedings{DBLP:conf/mlcb/AlzaidDM23, author = {Ethar Alzaid and Muhammad Dawood and Fayyaz Minhas}, editor = {David A. Knowles and Sara Mostafavi}, title = {A Transductive Approach to Survival Ranking for Cancer Risk Stratification}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {101--109}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/alzaid24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/AlzaidDM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/BajwaRKSI23, author = {Ayesha Bajwa and Ruchir Rastogi and Pooja Kathail and Richard W. Shuai and Nilah Ioannidis}, editor = {David A. Knowles and Sara Mostafavi}, title = {Characterizing uncertainty in predictions of genomic sequence-to-activity models}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {279--297}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/bajwa24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/BajwaRKSI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/HongDH23, author = {Juneki Hong and Dezhong Deng and David A. Hendrix}, editor = {David A. Knowles and Sara Mostafavi}, title = {Improving transformer secondary structure predictions with secondary structure "fixing" task}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {267--278}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/hong24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/HongDH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/IsaevK23, author = {Keren Isaev and David A. Knowles}, editor = {David A. Knowles and Sara Mostafavi}, title = {Investigating {RNA} splicing as a source of cellular diversity using a binomial mixture model}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {163--175}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/isaev24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/IsaevK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/KenariAL23, author = {Neda Shokraneh Kenari and Megan Andrews and Max W. Libbrecht}, editor = {David A. Knowles and Sara Mostafavi}, title = {Model-based imputation enables improved resolution for identifying differential chromatin contacts in single-cell Hi-C data}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {176--193}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/shokraneh-kenari24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/KenariAL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/LiuK23, author = {Renming Liu and Arjun Krishnan}, editor = {David A. Knowles and Sara Mostafavi}, title = {Open Biomedical Network Benchmark: {A} Python Toolkit for Benchmarking Datasets with Biomedical Networks}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {23--59}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/liu24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/LiuK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/MajhaS023, author = {Arushi G. K. Majha and Ian Stott and Andreas Bender}, editor = {David A. Knowles and Sara Mostafavi}, title = {On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data?}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {123--134}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/majha24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/MajhaS023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/MartensY23, author = {Kaspar M{\"{a}}rtens and Christopher Yau}, editor = {David A. Knowles and Sara Mostafavi}, title = {Disentangling shared and private latent factors in multimodal Variational Autoencoders}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {60--75}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/martens24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/MartensY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/NathansenKRNB23, author = {Andrea Nathansen and Kevin Klein and Bernhard Y. Renard and Melania Nowicka and Jakub M. Bartoszewicz}, editor = {David A. Knowles and Sara Mostafavi}, title = {Evaluating Tuning Strategies for Sequence Generation with Protein Language Models}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {76--89}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/nathansen24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/NathansenKRNB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/RobsonI23, author = {Eyes S. Robson and Nilah Ioannidis}, editor = {David A. Knowles and Sara Mostafavi}, title = {GUANinE v1.0: Benchmark Datasets for Genomic {AI} Sequence-to-Function Models}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {250--266}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/robson24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/RobsonI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/SimsC23, author = {Zachary S. Sims and Young Hwan Chang}, editor = {David A. Knowles and Sara Mostafavi}, title = {A Masked Image Modeling Approach to CyCIF Panel Reduction and Marker Imputation}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {1--9}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/sims24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/SimsC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/SzatkownikFCYJ23, author = {Antoine Szatkownik and Cyril Furtlehner and Guillaume Charpiat and Burak Yelmen and Flora Jay}, editor = {David A. Knowles and Sara Mostafavi}, title = {Towards creating longer genetic sequences with GANs: Generation in principal component space}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {110--122}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/szatkownik24a.html}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/SzatkownikFCYJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/TuHWKRL23, author = {Xinming Tu and Jan{-}Christian H{\"{u}}tter and Zitong Jerry Wang and Takamasa Kudo and Aviv Regev and Romain Lopez}, editor = {David A. Knowles and Sara Mostafavi}, title = {A Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {90--100}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/tu24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/TuHWKRL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/VisaniGPN23, author = {Gian Marco Visani and William Galvin and Michael N. Pun and Armita Nourmohammad}, editor = {David A. Knowles and Sara Mostafavi}, title = {H-Packer: Holographic Rotationally Equivariant Convolutional Neural Network for Protein Side-Chain Packing}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {230--249}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/visani24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/VisaniGPN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/WuBLBLH23, author = {You Wu and Omid Bazgir and Yongju Lee and Tommaso Biancalani and James Lu and Ehsan Hajiramezanali}, editor = {David A. Knowles and Sara Mostafavi}, title = {Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {10--22}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/wu24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/WuBLBLH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/WuYDBXESC023, author = {Kevin E. Wu and Kathryn Yost and Bence Daniel and Julia A. Belk and Yu Xia and Takeshi Egawa and Ansuman Satpathy and Howard Chang and James Zou}, editor = {David A. Knowles and Sara Mostafavi}, title = {{TCR-BERT:} learning the grammar of T-cell receptors for flexible antigen-binding analyses}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {194--229}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/wu24b.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/WuYDBXESC023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/YuWMT023, author = {Jennifer Yu and Zhenqin Wu and Aaron T. Mayer and Alexandro Trevino and James Zou}, editor = {David A. Knowles and Sara Mostafavi}, title = {A Multi-Granularity Approach to Similarity Search in Multiplexed Immunofluorescence Images}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {135--147}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/yu24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/YuWMT023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/ZhangLBDC23, author = {Chenwei Zhang and Jordan Lovrod and Boyan Beronov and Khanh Dao Duc and Anne Condon}, editor = {David A. Knowles and Sara Mostafavi}, title = {ViDa: Visualizing {DNA} hybridization trajectories with biophysics-informed deep graph embeddings}, booktitle = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, pages = {148--162}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/zhang24a.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/ZhangLBDC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/mlcb/2023, editor = {David A. Knowles and Sara Mostafavi}, title = {Machine Learning in Computational Biology, November 30 - December 1, 2023, Seattle, WA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {240}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v240/}, timestamp = {Fri, 10 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/GyawaliLZH22, author = {Prashnna K. Gyawali and Xiaoxia Liu and James Zou and Zihuai He}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Ensembling improves stability and power of feature selection for deep learning models}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {33--45}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/gyawali22a.html}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mlcb/GyawaliLZH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/KorasMSISS22, author = {Krzysztof Koras and Marcin Mozejko and Paulina Szymczak and Adam Izdebski and Eike Staub and Ewa Szczurek}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {A generative recommender system with {GMM} prior for cancer drug generation and sensitivity prediction}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {61--73}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/koras22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/KorasMSISS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/LalchandRDKSLMT22, author = {Vidhi Lalchand and Aditya Ravuri and Emma Dann and Natsuhiko Kumasaka and Dinithi Sumanaweera and Rik G. H. Lindeboom and Shaista Madad and Sarah A. Teichmann and Neil D. Lawrence}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Modelling Technical and Biological Effects in scRNA-seq data with Scalable GPLVMs}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {46--60}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/lalchand22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/LalchandRDKSLMT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/LinL22, author = {Alexander Lin and Alex Lu}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Incorporating knowledge of plates in batch normalization improves generalization of deep learning for microscopy images}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {74--93}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/lin22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/LinL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/LiuFAL22, author = {Tianyi Liu and Philip Fradkin and Lazar Atanackovic and Leo J. Lee}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Energy-based Modelling for Single-cell Data Annotation}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {94--109}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/liu22b.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/LiuFAL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/LiuGS22, author = {Tianyu Liu and Grant Greenberg and Ilan Shomorony}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {{CVQVAE:} {A} representation learning based method for multi-omics single cell data integration}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {1--15}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/liu22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/LiuGS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/MajdandzicRTTLT22, author = {Antonio Majdandzic and Chandana Rajesh and Ziqi Tang and Shushan Toneyan and Ethan L. Labelson and Rohit K. Tripathy and Peter K. Koo}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Selecting deep neural networks that yield consistent attribution-based interpretations for genomics}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {131--149}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/majdandzic22a.html}, timestamp = {Thu, 07 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/MajdandzicRTTLT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/SneddonMSE22, author = {Alexandra Sneddon and Pablo Acera Mateos and Nikolay Shirokikh and Eduardo Eyras}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Language-Informed Basecalling Architecture for Nanopore Direct {RNA} Sequencing}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {150--165}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/sneddon22a.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/SneddonMSE22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/SwansonCZ22, author = {Kyle Swanson and Howard Chang and James Zou}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Predicting Immune Escape with Pretrained Protein Language Model Embeddings}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {110--130}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/swanson22a.html}, timestamp = {Fri, 22 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/SwansonCZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/WeinbergerLHR22, author = {Ethan Weinberger and Romain Lopez and Jan{-}Christian H{\"{u}}tter and Aviv Regev}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {16--32}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/weinberger22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/WeinbergerLHR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/WheelockMGS22, author = {Lauren Berk Wheelock and Stephen Malina and Jeffrey Gerold and Sam Sinai}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Forecasting labels under distribution-shift for machine-guided sequence design}, booktitle = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, pages = {166--180}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/wheelock22a.html}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/WheelockMGS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/mlcb/2022, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Machine Learning in Computational Biology, 21-22 November 2022, Online}, series = {Proceedings of Machine Learning Research}, volume = {200}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v200/}, timestamp = {Tue, 05 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/PrakashSK21, author = {Eva Prakash and Avanti Shrikumar and Anshul Kundaje}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Towards More Realistic Simulated Datasets for Benchmarking Deep Learning Models in Regulatory Genomics}, booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, pages = {58--77}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/prakash22a.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/PrakashSK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/SmithXLYG21, author = {Jonathan A. J. Smith and Hao Xu and Xinran Li and Laurence Yang and Jahir Gutierrez}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Compound Screening with Deep Learning for Neglected Diseases: Leishmaniasis}, booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, pages = {47--57}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/smith22a.html}, timestamp = {Fri, 05 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/SmithXLYG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/XuWSM21, author = {Zhiqing Xu and Jinghao Wu and Yun S. Song and Radhakrishnan Mahadevan}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Enzyme Activity Prediction of Sequence Variants on Novel Substrates using Improved Substrate Encodings and Convolutional Pooling}, booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, pages = {78--87}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/xu22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/XuWSM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/XueLFW21, author = {Yang Xue and Zijing Liu and Xiaomin Fang and Fan Wang}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction}, booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, pages = {34--46}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/xue22a.html}, timestamp = {Thu, 08 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/XueLFW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mlcb/ZhouSK21, author = {Hannah Zhou and Avanti Shrikumar and Anshul Kundaje}, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Towards a Better Understanding of Reverse-Complement Equivariance for Deep Learning Models in Genomics}, booktitle = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, pages = {1--33}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/zhou22a.html}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/ZhouSK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/mlcb/2021, editor = {David A. Knowles and Sara Mostafavi and Su{-}In Lee}, title = {Machine Learning in Computational Biology Meeting, {MLCB} 2021, online, November 22-23, 2021}, series = {Proceedings of Machine Learning Research}, volume = {165}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v165/}, timestamp = {Thu, 14 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mlcb/2021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.