Chunyu Xuan

Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization

Minimax optimization recently is widely applied in many machine learning tasks such as generative adversarial networks, robust learning and reinforcement learning. In the paper, we study a class of nonconvex-nonconcave minimax optimization with nonsmooth regularization, where the objective function…