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20202026
most citedOn the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems

37 citations · 45 across the 5 of their papers we have counts for

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math.OC2023

An Augmented Lagrangian Approach to Composite Problems with a Random Linear Operator

Dan Greenstein, Nadav Hallak

We consider the minimization of a sum of a smooth function with a nonsmooth composite function, where the composition is applied on a random linear mapping. This random composite m…