ICML2024
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
Zhuanghua Liu, Cheng Chen, Luo Luo, Bryan Kian Hsiang Low
13 citations
Abstract
Challenges RQ. How to provide non-asymptotic convergence analysis for the constrained nonsmooth optimization problem? Classical convergence criteria for constrained smooth opt: Gradient Mapping Frank-Wolfe Gap