Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece; Department of Computer Science, Columbia University, New York, NY 10025; Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LIG & Criteo AI Lab
Angeliki Giannou, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Panayotis Mertikopoulos
Regularized Learning;Convergence;Rates;Strict Nash Equilibria;Follow the Regularized Leader;Tight bounds;Bandits;Stochastic Optimization
On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond