Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins

Spencer Frei, Yuan Cao 0006, Quanquan Gu. Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins. 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 3417-3426, PMLR, 2021. [doi]

Abstract

Abstract is missing.