Correlated Quantization for Faster Nonconvex Distributed Optimization

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MARINA-P: Superior Performance in Non-smooth Federated Optimization with Adaptive Stepsizes

I Sokolov, P Richtárik - arxiv preprint arxiv:2412.17082, 2024 - arxiv.org
Non-smooth communication-efficient federated optimization is crucial for many machine
learning applications, yet remains largely unexplored theoretically. Recent advancements …
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