FedOUI downweights federated clients whose activation patterns on a probe batch deviate from the round-wise OUI distribution, yielding gains under strong non-IID and noisy conditions on CIFAR-10.
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FedOUI: OUI-Guided Client Weighting for Federated Aggregation
FedOUI downweights federated clients whose activation patterns on a probe batch deviate from the round-wise OUI distribution, yielding gains under strong non-IID and noisy conditions on CIFAR-10.