EF21-P and MARINA-P provably achieve optimal O(1/sqrt(T)) subgradient convergence in distributed non-smooth convex optimization with server-to-worker compression under constant, decreasing, and Polyak stepsizes.
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MARINA-P: Superior Performance in Non-smooth Federated Optimization with Adaptive Stepsizes
EF21-P and MARINA-P provably achieve optimal O(1/sqrt(T)) subgradient convergence in distributed non-smooth convex optimization with server-to-worker compression under constant, decreasing, and Polyak stepsizes.