The curious case of adversarially robust models: More data can help, double descend, or hurt generalization

Yifei Min, Lin Chen 0003, Amin Karbasi. The curious case of adversarially robust models: More data can help, double descend, or hurt generalization. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 129-139, AUAI Press, 2021. [doi]

Abstract

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