research
∙
02/12/2023
Mean Field Optimization Problem Regularized by Fisher Information
Recently there is a rising interest in the research of mean field optimi...
share
research
∙
12/06/2022
Uniform-in-Time Propagation of Chaos for Mean Field Langevin Dynamics
We study the uniform-in-time propagation of chaos for mean field Langevi...
research
∙
07/29/2020
Ergodicity of the underdamped mean-field Langevin dynamics
We study the long time behavior of an underdamped mean-field Langevin (M...
research
∙
04/06/2020
Game on Random Environment, Mean-field Langevin System and Neural Networks
In this paper we study a type of games regularized by the relative entro...
research
∙
04/06/2020
Game on Random Environement, Mean-field Langevin System and Neural Networks
In this paper we study a type of games regularized by the relative entro...
research
∙
09/16/2019
Mean-field Langevin System, Optimal Control and Deep Neural Networks
In this paper, we study a regularised relaxed optimal control problem an...
research
∙
05/19/2019