Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness

Aounon Kumar, Alexander Levine 0001, Tom Goldstein, Soheil Feizi. Curse of Dimensionality on Randomized Smoothing for Certifiable Robustness. 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 5458-5467, PMLR, 2020. [doi]

Abstract

Abstract is missing.