H. Cai

Diffusion Optimistic Learning for Min-Max Optimization

This work introduces and studies the convergence of a stochastic diffusion-optimistic learning (DOL) strategy for solving distributed nonconvex (NC) and Polyak–Lojasiewicz (PL) min-max optimization problems. Problems of this type are of interest due to a wide range of applications, including in gene…