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most citedSCAFFOLD: Stochastic Controlled Averaging for Federated Learning

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math.OC2011

Optimization of Convex Functions with Random Pursuit

Sebastian U. Stich, Christian L. Müller, Bernd Gärtner

We consider unconstrained randomized optimization of convex objective functions. We analyze the Random Pursuit algorithm, which iteratively computes an approximate solution to the…