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20082026
most citedLarge Deviations for the Langevin equation with strong damping

16 citations · 46 across the 33 of their papers we have counts for

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math.OC2026

Stochastic Modified Equations for Stochastic Gradient Descent in Infinite-Dimensional Hilbert Spaces

Sandra Cerrai, Qin Li, Anjali Nair +1

Inverse problems in scientific computing often require optimization over infinite-dimensional Hilbert spaces. A commonly used solver in such settings is stochastic gradient descent…