Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization
–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.
Neural Information Processing Systems
Feb-18-2026, 04:03:01 GMT