Local exponential stability of mean-field Langevin descent-ascent and associated particle system

Geuntaek Seo, Minseop Shin, Pierre Monmarché +1

We study the mean-field Langevin descent-ascent (MFL-DA), a coupled optimization dynamics on the space of probability measures for entropically regularized two-player zero-sum game…