1 citations · 1 across the 3 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2024
Convergence analysis of controlled particle systems arising in deep learning: from finite to infinite sample size
Huafu Liao, Alpár R. Mészáros, Chenchen Mou +1
This paper deals with a class of neural SDEs and studies the limiting behavior of the associated sampled optimal control problems as the sample size grows to infinity. The neural S…
math.OC2023
Linear-Quadratic Mean Field Control with Non-Convex Data
Mengzhen Li, Chenchen Mou, Zhen Wu +1
In this manuscript, we study a class of linear-quadratic (LQ) mean field control problems with a common noise and their corresponding -particle systems. The mean field control p…