How Tempering Fixes Data Augmentation in Bayesian Neural Networks

Gregor Bachmann, Lorenzo Noci, Thomas Hofmann. How Tempering Fixes Data Augmentation in Bayesian Neural Networks. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1244-1260, PMLR, 2022. [doi]

Abstract

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