BibTeX records: Ethan Weinberger

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@article{DBLP:journals/corr/abs-2506-06290,
  author       = {Mingyu Lu and
                  Ethan Weinberger and
                  Chanwoo Kim and
                  Su{-}In Lee},
  title        = {CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided
                  Contrastive Learning},
  journal      = {CoRR},
  volume       = {abs/2506.06290},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.06290},
  doi          = {10.48550/ARXIV.2506.06290},
  eprinttype   = {arXiv},
  eprint       = {2506.06290},
  timestamp    = {Tue, 04 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-06290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2411-08072,
  author       = {Ethan Weinberger and
                  Ryan Conrad and
                  Tal Ashuach},
  title        = {Modeling variable guide efficiency in pooled {CRISPR} screens with
                  ContrastiveVI+},
  journal      = {CoRR},
  volume       = {abs/2411.08072},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2411.08072},
  doi          = {10.48550/ARXIV.2411.08072},
  eprinttype   = {arXiv},
  eprint       = {2411.08072},
  timestamp    = {Wed, 01 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2411-08072.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/WeinbergerCL23,
  author       = {Ethan Weinberger and
                  Ian Covert and
                  Su{-}In Lee},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Feature Selection in the Contrastive Analysis Setting},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/d083980ec9f874025550136b776a96a9-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WeinbergerCL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-18531,
  author       = {Ethan Weinberger and
                  Ian Covert and
                  Su{-}In Lee},
  title        = {Feature Selection in the Contrastive Analysis Setting},
  journal      = {CoRR},
  volume       = {abs/2310.18531},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.18531},
  doi          = {10.48550/ARXIV.2310.18531},
  eprinttype   = {arXiv},
  eprint       = {2310.18531},
  timestamp    = {Thu, 02 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-18531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/WeinbergerBL22,
  author       = {Ethan Weinberger and
                  Nicasia Beebe{-}Wang and
                  Su{-}In Lee},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Moment Matching Deep Contrastive Latent Variable Models},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  pages        = {2354--2371},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/weinberger22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/WeinbergerBL22.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},
  pages        = {16--32},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v200/weinberger22a.html},
  timestamp    = {Tue, 05 Sep 2023 17:08:45 +0200},
  biburl       = {https://dblp.org/rec/conf/mlcb/WeinbergerLHR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2202-10560,
  author       = {Ethan Weinberger and
                  Nicasia Beebe{-}Wang and
                  Su{-}In Lee},
  title        = {Moment Matching Deep Contrastive Latent Variable Models},
  journal      = {CoRR},
  volume       = {abs/2202.10560},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.10560},
  eprinttype   = {arXiv},
  eprint       = {2202.10560},
  timestamp    = {Wed, 02 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-10560.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/WeinbergerJL20,
  author       = {Ethan Weinberger and
                  Joseph D. Janizek and
                  Su{-}In Lee},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Learning Deep Attribution Priors Based On Prior Knowledge},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/a19883fca95d0e5ec7ee6c94c6c32028-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WeinbergerJL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-10065,
  author       = {Ethan Weinberger and
                  Joseph D. Janizek and
                  Su{-}In Lee},
  title        = {Learned Feature Attribution Priors},
  journal      = {CoRR},
  volume       = {abs/1912.10065},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.10065},
  eprinttype   = {arXiv},
  eprint       = {1912.10065},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-10065.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1803-10840,
  author       = {Uri Shaham and
                  James Garritano and
                  Yutaro Yamada and
                  Ethan Weinberger and
                  Alex Cloninger and
                  Xiuyuan Cheng and
                  Kelly P. Stanton and
                  Yuval Kluger},
  title        = {Defending against Adversarial Images using Basis Functions Transformations},
  journal      = {CoRR},
  volume       = {abs/1803.10840},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.10840},
  eprinttype   = {arXiv},
  eprint       = {1803.10840},
  timestamp    = {Mon, 09 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-10840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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