On the convergence of warped proximal iterations for solving nonmonotone inclusions and applications

Published: 26 Oct 2023, Last Modified: 13 Dec 2023NeurIPS 2023 Workshop PosterEveryoneRevisionsBibTeX
Keywords: nonmonotone inclusion, hypo-monotonicity, quadratic programming, nonconvex optimization
Abstract: In machine learning, tackling fairness, robustness, and safeness requires to solve nonconvex optimization problems with various constraints. In this paper, we investigate the warped proximal iterations for solving the nonmonotone inclusions and its application to nonconvex QP with equality constraints.
Submission Number: 62