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

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

Stefan Perko
ArXiv (abs)PDFHTML

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
Stochastic Modified Flows for Riemannian Stochastic Gradient Descent
Benjamin Gess
Sebastian Kassing
Nimit Rana
78
0
0
02 Feb 2024
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent
Benjamin Gess
Sebastian Kassing
Vitalii Konarovskyi
DiffM
72
6
0
14 Feb 2023

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