Convergence of First-Order Methods for Constrained Nonconvex Optimization with Dependent DataDownload PDFOpen Website

Published: 01 Jan 2023, Last Modified: 23 Aug 2023ICML 2023Readers: Everyone
Abstract: We focus on analyzing the classical stochastic projected gradient methods under a general dependent data sampling scheme for constrained smooth nonconvex optimization. We show the worst-case rate o...
0 Replies

Loading