FedSIR: Spectral Client Identification and Relabeling for Federated Learning with Noisy Labels

Sina Gholami, Abdulmoneam Ali, Tania Haghighi +2

Federated learning (FL) enables collaborative model training without sharing raw data; however, the presence of noisy labels across distributed clients can severely degrade the lea…