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20072026
most citedSCAFFOLD: Stochastic Controlled Averaging for Federated Learning

732 citations · 3.8k across the 103 of their papers we have counts for

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math.OC2026

Adaptive Matrix Online Learning through Smoothing with Guarantees for Nonsmooth Nonconvex Optimization

Ruichen Jiang, Zakaria Mhammedi, Mehryar Mohri +1

We study online linear optimization with matrix variables constrained by the operator norm, a setting where the geometry renders designing data-dependent and efficient adaptive alg…