Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense

Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith Ranashinghe. Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense. 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 5309-5323, PMLR, 2022. [doi]

Abstract

Abstract is missing.