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20102026
most citedRandom attractors for a class of stochastic partial differential equations driven by general additive noise

140 citations · 709 across the 61 of their papers we have counts for

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math.OC2023★ 3 cited

Exponential convergence rates for momentum stochastic gradient descent in the overparametrized setting

Benjamin Gess, Sebastian Kassing

We prove explicit bounds on the exponential rate of convergence for the momentum stochastic gradient descent scheme (MSGD) for arbitrary, fixed hyperparameters (learning rate, fric…