Stability Analysis and Generalization Bounds of Adversarial Training

Jiancong Xiao, Yanbo Fan, Ruoyu Sun 0001, Jue Wang 0001, Zhi-Quan Luo. Stability Analysis and Generalization Bounds of Adversarial Training. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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