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@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}
}
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