OnConvergenceofFedProx: LocalDissimilarity InvariantBounds, Non-smoothnessandBeyond
–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.
Neural Information Processing Systems
Feb-8-2026, 16:06:32 GMT
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