BibTeX records: Tony Duan

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

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@inproceedings{DBLP:conf/icml/DuanADTBNS20,
  author       = {Tony Duan and
                  Anand Avati and
                  Daisy Yi Ding and
                  Khanh K. Thai and
                  Sanjay Basu and
                  Andrew Y. Ng and
                  Alejandro Schuler},
  title        = {NGBoost: Natural Gradient Boosting for Probabilistic Prediction},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {2690--2700},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/duan20a.html},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DuanADTBNS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/YangDHSR020,
  author       = {Greg Yang and
                  Tony Duan and
                  J. Edward Hu and
                  Hadi Salman and
                  Ilya P. Razenshteyn and
                  Jerry Li},
  title        = {Randomized Smoothing of All Shapes and Sizes},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {10693--10705},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/yang20c.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/YangDHSR020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2002-08118,
  author       = {Greg Yang and
                  Tony Duan and
                  J. Edward Hu and
                  Hadi Salman and
                  Ilya P. Razenshteyn and
                  Jerry Li},
  title        = {Randomized Smoothing of All Shapes and Sizes},
  journal      = {CoRR},
  volume       = {abs/2002.08118},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.08118},
  eprinttype    = {arXiv},
  eprint       = {2002.08118},
  timestamp    = {Wed, 29 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-08118.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mlhc/PfohlDDS19,
  author       = {Stephen R. Pfohl and
                  Tony Duan and
                  Daisy Yi Ding and
                  Nigam H. Shah},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  Ken Jung and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Counterfactual Reasoning for Fair Clinical Risk Prediction},
  booktitle    = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
                  2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {106},
  pages        = {325--358},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v106/pfohl19a.html},
  timestamp    = {Fri, 27 Nov 2020 15:17:46 +0100},
  biburl       = {https://dblp.org/rec/conf/mlhc/PfohlDDS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/AvatiDZJSN19,
  author       = {Anand Avati and
                  Tony Duan and
                  Sharon Zhou and
                  Kenneth Jung and
                  Nigam H. Shah and
                  Andrew Y. Ng},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Countdown Regression: Sharp and Calibrated Survival Predictions},
  booktitle    = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {145--155},
  publisher    = {{AUAI} Press},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v115/avati20a.html},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/AvatiDZJSN19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1907-06260,
  author       = {Stephen Pfohl and
                  Tony Duan and
                  Daisy Yi Ding and
                  Nigam H. Shah},
  title        = {Counterfactual Reasoning for Fair Clinical Risk Prediction},
  journal      = {CoRR},
  volume       = {abs/1907.06260},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.06260},
  eprinttype    = {arXiv},
  eprint       = {1907.06260},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-06260.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1910-03225,
  author       = {Tony Duan and
                  Anand Avati and
                  Daisy Yi Ding and
                  Sanjay Basu and
                  Andrew Y. Ng and
                  Alejandro Schuler},
  title        = {NGBoost: Natural Gradient Boosting for Probabilistic Prediction},
  journal      = {CoRR},
  volume       = {abs/1910.03225},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.03225},
  eprinttype    = {arXiv},
  eprint       = {1910.03225},
  timestamp    = {Wed, 09 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-03225.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1910-08057,
  author       = {Tony Duan and
                  Juho Lee},
  title        = {Graph Embedding {VAE:} {A} Permutation Invariant Model of Graph Structure},
  journal      = {CoRR},
  volume       = {abs/1910.08057},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.08057},
  eprinttype    = {arXiv},
  eprint       = {1910.08057},
  timestamp    = {Thu, 24 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-08057.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1911-07084,
  author       = {Scott L. Fleming and
                  Kuhan Jeyapragasan and
                  Tony Duan and
                  Daisy Yi Ding and
                  Saurabh Gombar and
                  Nigam Shah and
                  Emma Brunskill},
  title        = {Missingness as Stability: Understanding the Structure of Missingness
                  in Longitudinal {EHR} data and its Impact on Reinforcement Learning
                  in Healthcare},
  journal      = {CoRR},
  volume       = {abs/1911.07084},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.07084},
  eprinttype    = {arXiv},
  eprint       = {1911.07084},
  timestamp    = {Mon, 02 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-07084.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1806-08324,
  author       = {Anand Avati and
                  Tony Duan and
                  Kenneth Jung and
                  Nigam H. Shah and
                  Andrew Y. Ng},
  title        = {Countdown Regression: Sharp and Calibrated Survival Predictions},
  journal      = {CoRR},
  volume       = {abs/1806.08324},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.08324},
  eprinttype    = {arXiv},
  eprint       = {1806.08324},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-08324.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1711-05225,
  author       = {Pranav Rajpurkar and
                  Jeremy Irvin and
                  Kaylie Zhu and
                  Brandon Yang and
                  Hershel Mehta and
                  Tony Duan and
                  Daisy Yi Ding and
                  Aarti Bagul and
                  Curtis P. Langlotz and
                  Katie S. Shpanskaya and
                  Matthew P. Lungren and
                  Andrew Y. Ng},
  title        = {CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with
                  Deep Learning},
  journal      = {CoRR},
  volume       = {abs/1711.05225},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.05225},
  eprinttype    = {arXiv},
  eprint       = {1711.05225},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-05225.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-06957,
  author       = {Pranav Rajpurkar and
                  Jeremy Irvin and
                  Aarti Bagul and
                  Daisy Yi Ding and
                  Tony Duan and
                  Hershel Mehta and
                  Brandon Yang and
                  Kaylie Zhu and
                  Dillon Laird and
                  Robyn L. Ball and
                  Curtis P. Langlotz and
                  Katie S. Shpanskaya and
                  Matthew P. Lungren and
                  Andrew Y. Ng},
  title        = {{MURA} Dataset: Towards Radiologist-Level Abnormality Detection in
                  Musculoskeletal Radiographs},
  journal      = {CoRR},
  volume       = {abs/1712.06957},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.06957},
  eprinttype    = {arXiv},
  eprint       = {1712.06957},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-06957.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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