Generalization Bounds in the Presence of Outliers: a Median-of-Means Study

Pierre Laforgue, Guillaume Staerman, Stéphan Clémençon. Generalization Bounds in the Presence of Outliers: a Median-of-Means Study. 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 5937-5947, PMLR, 2021. [doi]

Abstract

Abstract is missing.