2021
Adaptive Extra-Gradient Methods for Min-Max Optimization and Games
ICLR 2021poster
We present a new family of min-max optimization algorithms that automatically exploit the geometry of the gradient data observed at earlier iterations to perform more informative extra-gradient steps in later ones. Thanks to this adaptation mechanism, the proposed method automatically detects whethe…