Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization

Oct-9-2025, 12:53:13 GMT–Neural Information Processing Systems

Previous works have implicitly studied that FL suffers from the "client-drift" problem, which is caused by the inconsistent optimum across local clients.

artificial intelligence, initialization, machine learning, (16 more...)

Neural Information Processing Systems

Oct-9-2025, 12:53:13 GMT

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Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization

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