2 papers
cs.LG2023
Adaptive approximation of monotone functions
Pierre Gaillard, Sébastien Gerchinovitz, Étienne de Montbrun
We study the classical problem of approximating a non-decreasing function in norm by sequentially querying its values, for known compact r…
math.OC2022
Optimistic Gradient Descent Ascent in Zero-Sum and General-Sum Bilinear Games
Étienne de Montbrun, Jérôme Renault
We study the convergence of Optimistic Gradient Descent Ascent in unconstrained bilinear games. In a first part, we consider the zero-sum case and extend previous results by Daskal…