BibTeX records: Gabriel G. Erion

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@phdthesis{DBLP:phd/us/Erion21,
  author       = {Gabriel G. Erion},
  title        = {New {AI} Frameworks for Real-World Clinical Prediction},
  school       = {University of Washington, {USA}},
  year         = {2021},
  url          = {https://hdl.handle.net/1773/47430},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Erion21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/natmi/ErionJSLL21,
  author       = {Gabriel G. Erion and
                  Joseph D. Janizek and
                  Pascal Sturmfels and
                  Scott M. Lundberg and
                  Su{-}In Lee},
  title        = {Improving performance of deep learning models with axiomatic attribution
                  priors and expected gradients},
  journal      = {Nat. Mach. Intell.},
  volume       = {3},
  number       = {7},
  pages        = {620--631},
  year         = {2021},
  url          = {https://doi.org/10.1038/s42256-021-00343-w},
  doi          = {10.1038/S42256-021-00343-W},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/natmi/ErionJSLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/npjdm/ChenLEKL21,
  author       = {Hugh Chen and
                  Scott M. Lundberg and
                  Gabriel G. Erion and
                  Jerry H. Kim and
                  Su{-}In Lee},
  title        = {Forecasting adverse surgical events using self-supervised transfer
                  learning for physiological signals},
  journal      = {npj Digit. Medicine},
  volume       = {4},
  year         = {2021},
  url          = {https://doi.org/10.1038/s41746-021-00536-y},
  doi          = {10.1038/S41746-021-00536-Y},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npjdm/ChenLEKL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/natmi/LundbergECDPNKH20,
  author       = {Scott M. Lundberg and
                  Gabriel G. Erion and
                  Hugh Chen and
                  Alex J. DeGrave and
                  Jordan M. Prutkin and
                  Bala Nair and
                  Ronit Katz and
                  Jonathan Himmelfarb and
                  Nisha Bansal and
                  Su{-}In Lee},
  title        = {From local explanations to global understanding with explainable {AI}
                  for trees},
  journal      = {Nat. Mach. Intell.},
  volume       = {2},
  number       = {1},
  pages        = {56--67},
  year         = {2020},
  url          = {https://doi.org/10.1038/s42256-019-0138-9},
  doi          = {10.1038/S42256-019-0138-9},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/natmi/LundbergECDPNKH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/chil/JanizekEDL20,
  author       = {Joseph D. Janizek and
                  Gabriel G. Erion and
                  Alex J. DeGrave and
                  Su{-}In Lee},
  editor       = {Marzyeh Ghassemi},
  title        = {An adversarial approach for the robust classification of pneumonia
                  from chest radiographs},
  booktitle    = {{ACM} {CHIL} '20: {ACM} Conference on Health, Inference, and Learning,
                  Toronto, Ontario, Canada, April 2-4, 2020 [delayed]},
  pages        = {69--79},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3368555.3384458},
  doi          = {10.1145/3368555.3384458},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chil/JanizekEDL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2001-04051,
  author       = {Joseph D. Janizek and
                  Gabriel G. Erion and
                  Alex J. DeGrave and
                  Su{-}In Lee},
  title        = {An Adversarial Approach for the Robust Classification of Pneumonia
                  from Chest Radiographs},
  journal      = {CoRR},
  volume       = {abs/2001.04051},
  year         = {2020},
  url          = {https://arxiv.org/abs/2001.04051},
  eprinttype    = {arXiv},
  eprint       = {2001.04051},
  timestamp    = {Fri, 17 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2001-04051.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2002-04770,
  author       = {Hugh Chen and
                  Scott M. Lundberg and
                  Gabriel G. Erion and
                  Jerry H. Kim and
                  Su{-}In Lee},
  title        = {Deep Transfer Learning for Physiological Signals},
  journal      = {CoRR},
  volume       = {abs/2002.04770},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.04770},
  eprinttype    = {arXiv},
  eprint       = {2002.04770},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-04770.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1905-04610,
  author       = {Scott M. Lundberg and
                  Gabriel G. Erion and
                  Hugh Chen and
                  Alex J. DeGrave and
                  Jordan M. Prutkin and
                  Bala Nair and
                  Ronit Katz and
                  Jonathan Himmelfarb and
                  Nisha Bansal and
                  Su{-}In Lee},
  title        = {Explainable {AI} for Trees: From Local Explanations to Global Understanding},
  journal      = {CoRR},
  volume       = {abs/1905.04610},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.04610},
  eprinttype    = {arXiv},
  eprint       = {1905.04610},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-04610.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-10670,
  author       = {Gabriel G. Erion and
                  Joseph D. Janizek and
                  Pascal Sturmfels and
                  Scott M. Lundberg and
                  Su{-}In Lee},
  title        = {Learning Explainable Models Using Attribution Priors},
  journal      = {CoRR},
  volume       = {abs/1906.10670},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.10670},
  eprinttype    = {arXiv},
  eprint       = {1906.10670},
  timestamp    = {Fri, 26 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-10670.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1802-03888,
  author       = {Scott M. Lundberg and
                  Gabriel G. Erion and
                  Su{-}In Lee},
  title        = {Consistent Individualized Feature Attribution for Tree Ensembles},
  journal      = {CoRR},
  volume       = {abs/1802.03888},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.03888},
  eprinttype    = {arXiv},
  eprint       = {1802.03888},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-03888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1712-00563,
  author       = {Gabriel G. Erion and
                  Hugh Chen and
                  Scott M. Lundberg and
                  Su{-}In Lee},
  title        = {Anesthesiologist-level forecasting of hypoxemia with only SpO2 data
                  using deep learning},
  journal      = {CoRR},
  volume       = {abs/1712.00563},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.00563},
  eprinttype    = {arXiv},
  eprint       = {1712.00563},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-00563.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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