Provable Robustness of Adversarial Training for Learning Halfspaces with Noise

Difan Zou, Spencer Frei, Quanquan Gu. Provable Robustness of Adversarial Training for Learning Halfspaces with Noise. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 13002-13011, PMLR, 2021. [doi]

Abstract

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