FedCF brings Conformal Fairness into federated learning by decomposing the group coverage gap into client-computable terms, then validating the framework across tabular, graph, and image datasets.
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FedCF: Fair Federated Conformal Prediction
FedCF brings Conformal Fairness into federated learning by decomposing the group coverage gap into client-computable terms, then validating the framework across tabular, graph, and image datasets.