OnConvergenceofFedProx: LocalDissimilarity InvariantBounds, Non-smoothnessandBeyond

Feb-8-2026, 16:06:32 GMT–Neural Information Processing Systems

Several popularly used FL algorithms for this setting includeFedAvg (McMahan et al., 2017), FedProx(Lietal.,2020b), We analyze its convergence behavior, expose problems, andpropose alternativesmore suitable forscaling upandgeneralization.

artificial intelligence, ft 1, machine learning, (17 more...)

Neural Information Processing Systems

Feb-8-2026, 16:06:32 GMT

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