Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks

Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft. Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 4528-4536, PMLR, 2024. [doi]

Abstract

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