24 citations · 84 across the 13 of their papers we have counts for
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math.PR2020★ 2 cited
Ergodicity of the underdamped mean-field Langevin dynamics
Anna Kazeykina, Zhenjie Ren, Xiaolu Tan +1
We study the long time behavior of an underdamped mean-field Langevin (MFL) equation, and provide a general convergence as well as an exponential convergence rate result under diff…
cs.GT2020
Game on Random Environment, Mean-field Langevin System and Neural Networks
Giovanni Conforti, Anna Kazeykina, Zhenjie Ren
In this paper we study a type of games regularized by the relative entropy, where the players' strategies are coupled through a random environment variable. Besides the existence a…