On uniform-in-time diffusion approximation for stochastic gradient descent

11 July 2022

Papers citing "On uniform-in-time diffusion approximation for stochastic gradient descent"

3 / 3 papers shown

Title
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent Benjamin Gess Sebastian Kassing Vitalii Konarovskyi DiffM 16 6 0 14 Feb 2023
A sharp uniform-in-time error estimate for Stochastic Gradient Langevin Dynamics Lei Li Yuliang Wang 37 11 0 19 Jul 2022
Revisiting the Characteristics of Stochastic Gradient Noise and Dynamics Yixin Wu Rui Luo Chen Zhang Jun Wang Yaodong Yang 41 7 0 20 Sep 2021