Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness

Pranjal Awasthi, Anqi Mao, Mehryar Mohri, Yutao Zhong 0002. Theoretically Grounded Loss Functions and Algorithms for Adversarial Robustness. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 10077-10094, PMLR, 2023. [doi]

Abstract

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