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@inproceedings{DBLP:conf/icml/KoMLCDW22,
  author       = {Ching{-}Yun Ko and
                  Jeet Mohapatra and
                  Sijia Liu and
                  Pin{-}Yu Chen and
                  Luca Daniel and
                  Lily Weng},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Revisiting Contrastive Learning through the Lens of Neighborhood Component
                  Analysis: an Integrated Framework},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {11387--11412},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/ko22a.html},
  timestamp    = {Tue, 30 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KoMLCDW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-02989,
  author       = {Ching{-}Yun Ko and
                  Pin{-}Yu Chen and
                  Jeet Mohapatra and
                  Payel Das and
                  Luca Daniel},
  title        = {SynBench: Task-Agnostic Benchmarking of Pretrained Representations
                  using Synthetic Data},
  journal      = {CoRR},
  volume       = {abs/2210.02989},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.02989},
  doi          = {10.48550/ARXIV.2210.02989},
  eprinttype    = {arXiv},
  eprint       = {2210.02989},
  timestamp    = {Fri, 07 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-02989.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/MohapatraKWC0D21,
  author       = {Jeet Mohapatra and
                  Ching{-}Yun Ko and
                  Lily Weng and
                  Pin{-}Yu Chen and
                  Sijia Liu and
                  Luca Daniel},
  editor       = {Arindam Banerjee and
                  Kenji Fukumizu},
  title        = {Hidden Cost of Randomized Smoothing},
  booktitle    = {The 24th International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2021, April 13-15, 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {130},
  pages        = {4033--4041},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v130/mohapatra21a.html},
  timestamp    = {Wed, 14 Apr 2021 16:51:37 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MohapatraKWC0D21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-04468,
  author       = {Ching{-}Yun Ko and
                  Jeet Mohapatra and
                  Sijia Liu and
                  Pin{-}Yu Chen and
                  Luca Daniel and
                  Lily Weng},
  title        = {Revisiting Contrastive Learning through the Lens of Neighborhood Component
                  Analysis: an Integrated Framework},
  journal      = {CoRR},
  volume       = {abs/2112.04468},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.04468},
  eprinttype    = {arXiv},
  eprint       = {2112.04468},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-04468.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cvpr/MohapatraWC0D20,
  author       = {Jeet Mohapatra and
                  Tsui{-}Wei Weng and
                  Pin{-}Yu Chen and
                  Sijia Liu and
                  Luca Daniel},
  title        = {Towards Verifying Robustness of Neural Networks Against {A} Family
                  of Semantic Perturbations},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {241--249},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Mohapatra\_Towards\_Verifying\_Robustness\_of\_Neural\_Networks\_Against\_A\_Family\_of\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00032},
  timestamp    = {Tue, 31 Aug 2021 14:00:04 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/MohapatraWC0D20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/MohapatraKWC0D20,
  author       = {Jeet Mohapatra and
                  Ching{-}Yun Ko and
                  Tsui{-}Wei Weng and
                  Pin{-}Yu Chen and
                  Sijia Liu and
                  Luca Daniel},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Higher-Order Certification For Randomized Smoothing},
  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/300891a62162b960cf02ce3827bb363c-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MohapatraKWC0D20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-01249,
  author       = {Jeet Mohapatra and
                  Ching{-}Yun Ko and
                  Tsui{-}Wei Weng and
                  Sijia Liu and
                  Pin{-}Yu Chen and
                  Luca Daniel},
  title        = {Rethinking Randomized Smoothing for Adversarial Robustness},
  journal      = {CoRR},
  volume       = {abs/2003.01249},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.01249},
  eprinttype    = {arXiv},
  eprint       = {2003.01249},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-01249.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2010-06651,
  author       = {Jeet Mohapatra and
                  Ching{-}Yun Ko and
                  Tsui{-}Wei Weng and
                  Pin{-}Yu Chen and
                  Sijia Liu and
                  Luca Daniel},
  title        = {Higher-Order Certification for Randomized Smoothing},
  journal      = {CoRR},
  volume       = {abs/2010.06651},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.06651},
  eprinttype    = {arXiv},
  eprint       = {2010.06651},
  timestamp    = {Tue, 20 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-06651.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1912-09533,
  author       = {Jeet Mohapatra and
                  Tsui{-}Wei Weng and
                  Pin{-}Yu Chen and
                  Sijia Liu and
                  Luca Daniel},
  title        = {Towards Verifying Robustness of Neural Networks Against Semantic Perturbations},
  journal      = {CoRR},
  volume       = {abs/1912.09533},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.09533},
  eprinttype    = {arXiv},
  eprint       = {1912.09533},
  timestamp    = {Fri, 03 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-09533.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/podc/HaeuplerMS18,
  author       = {Bernhard Haeupler and
                  Jeet Mohapatra and
                  Hsin{-}Hao Su},
  editor       = {Calvin Newport and
                  Idit Keidar},
  title        = {Optimal Gossip Algorithms for Exact and Approximate Quantile Computations},
  booktitle    = {Proceedings of the 2018 {ACM} Symposium on Principles of Distributed
                  Computing, {PODC} 2018, Egham, United Kingdom, July 23-27, 2018},
  pages        = {179--188},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3212734.3212770},
  doi          = {10.1145/3212734.3212770},
  timestamp    = {Wed, 21 Nov 2018 12:44:03 +0100},
  biburl       = {https://dblp.org/rec/conf/podc/HaeuplerMS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1711-09258,
  author       = {Bernhard Haeupler and
                  Jeet Mohapatra and
                  Hsin{-}Hao Su},
  title        = {Optimal Gossip Algorithms for Exact and Approximate Quantile Computations},
  journal      = {CoRR},
  volume       = {abs/1711.09258},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.09258},
  eprinttype    = {arXiv},
  eprint       = {1711.09258},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-09258.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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