Vitalii Konarovskyi | DeepAI

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Featured Co-authors

Benjamin Gess
7 publications
Sebastian Kassing
6 publications
Rishabh S. Gvalani
2 publications

research

∙ 02/14/2023

Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent

We propose new limiting dynamics for stochastic gradient descent in the ...

0 Benjamin Gess, et al. ∙

research

∙ 07/12/2022

Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent

The convergence of stochastic interacting particle systems in the mean-f...

0 Benjamin Gess, et al. ∙