FedCova: Robust Federated Covariance Learning Against Noisy Labels

Xiangyu Zhong, Xiaojun Yuan, Ying-Jun Angela Zhang

Noisy labels in distributed datasets induce severe local overfitting and consequently compromise the global model in federated learning (FL). Most existing solutions rely on select…