More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models

Lin Chen, Yifei Min, Mingrui Zhang, Amin Karbasi. More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1670-1680, PMLR, 2020. [doi]

Abstract

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