Nonsmooth Nonconvex-Nonconcave Minimax Optimization: Primal-Dual Balancing and Iteration Complexity AnalysisMathematical programming (Math. Program.), 2022 |
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial
RobustnessInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Beomsu Kim Junghoon Seo |
A Max-Min Entropy Framework for Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2021 |
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max
Optimization ProblemsSignal Processing (Signal Process.), 2021 |
Solving a class of non-convex min-max games using adaptive momentum
methodsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 |