The limits of min-max optimization algorithms: convergence to spurious non-critical sets

16 June 2020

Papers citing "The limits of min-max optimization algorithms: convergence to spurious non-critical sets"

12 / 12 papers shown

Title
Optimal Virtual Model Control for Robotics: Design and Tuning of Passivity-Based Controllers Daniel Larby F. Forni 41 1 0 20 Jan 2025
Primal Methods for Variational Inequality Problems with Functional Constraints Liang Zhang Niao He Michael Muehlebach 32 2 0 19 Mar 2024
Stable Nonconvex-Nonconcave Training via Linear Interpolation Thomas Pethick Wanyun Xie V. Cevher 16 5 0 20 Oct 2023
Generating Less Certain Adversarial Examples Improves Robust Generalization Minxing Zhang Michael Backes Xiao Zhang AAML 32 1 0 06 Oct 2023
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems Thomas Pethick P. Latafat Panagiotis Patrinos Olivier Fercoq V. Cevher 17 45 0 20 Feb 2023
Finding mixed-strategy equilibria of continuous-action games without gradients using randomized policy networks Carlos Martin T. Sandholm 6 11 0 29 Nov 2022
A Dynamical System View of Langevin-Based Non-Convex Sampling Mohammad Reza Karimi Ya-Ping Hsieh Andreas Krause 11 4 0 25 Oct 2022
Fast Offline Policy Optimization for Large Scale Recommendation Otmane Sakhi D. Rohde Alexandre Gilotte OffRL 24 3 0 08 Aug 2022
Riemannian stochastic approximation algorithms Mohammad Reza Karimi Ya-Ping Hsieh P. Mertikopoulos Andreas Krause 14 2 0 14 Jun 2022
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms Pranay Sharma Rohan Panda Gauri Joshi P. Varshney FedML 19 46 0 09 Mar 2022
Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks Minwoo Chae GAN 21 4 0 07 Feb 2022
Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems Benjamin Grimmer Haihao Lu Pratik Worah Vahab Mirrokni 19 7 0 20 Oct 2020