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Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks

2020

Conference Paper

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Author(s): Kristiadi, A. and Hein, M. and Hennig, P.
Book Title: Proceedings of the 37th International Conference on Machine Learning (ICML)
Volume: 119
Pages: 5436--5446
Year: 2020
Month: July

Series: Proceedings of Machine Learning Research
Editors: Hal Daumé III and Aarti Singh
Publisher: PMLR

Department(s): Empirical Inference
Bibtex Type: Conference Paper (conference)

Event Place: Virtual Conference

State: Published
URL: http://proceedings.mlr.press/v119/kristiadi20a/kristiadi20a.pdf

BibTex

@conference{KriHeiHen20,
  title = {Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks},
  author = {Kristiadi, A. and Hein, M. and Hennig, P.},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning (ICML)},
  volume = {119},
  pages = {5436--5446},
  series = {Proceedings of Machine Learning Research},
  editors = {Hal Daumé III and Aarti Singh},
  publisher = {PMLR},
  month = jul,
  year = {2020},
  doi = {},
  url = {http://proceedings.mlr.press/v119/kristiadi20a/kristiadi20a.pdf},
  month_numeric = {7}
}