Adversarially Robust Learning with Unknown Perturbation Sets

Omar Montasser, Steve Hanneke, Nathan Srebro. Adversarially Robust Learning with Unknown Perturbation Sets. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 3452-3482, PMLR, 2021. [doi]

Abstract

Abstract is missing.