arXiv:2505.07143 [math.OC]AbstractReferencesReviewsResources Classifications Subjects Themes Keywords nonsmooth optimization, descent-oriented subgradient method, subgradient regularization, sampling algorithms construct descent directions, gradient sampling algorithms construct descent Tags Journal Information Publisher Journal Year Month Volume Number Pages DOI URL Miscellaneous Typesetting Pages Language License Submit Reset