Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems

Benjamin Grimmer, Haihao Lu, Pratik Worah +1

Unlike nonconvex optimization, where gradient descent is guaranteed to converge to a local optimizer, algorithms for nonconvex-nonconcave minimax optimization can have topologicall…