Unlocking optimal batch size schedules using continuous-time control and perturbation theory

4 December 2023

Papers citing "Unlocking optimal batch size schedules using continuous-time control and perturbation theory"

2 / 2 papers shown

Title
Stochastic Modified Flows for Riemannian Stochastic Gradient Descent Benjamin Gess Sebastian Kassing Nimit Rana 40 0 0 02 Feb 2024
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent Benjamin Gess Sebastian Kassing Vitalii Konarovskyi DiffM 32 6 0 14 Feb 2023