Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints

Runchao Ma, Qihang Lin, Tianbao Yang. Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints. 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 6554-6564, PMLR, 2020. [doi]

Abstract

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