Local K-Similarity Constraint for Federated Learning with Label Noise

Sanskar Amgain, Prashant Shrestha, Bidur Khanal +5

Federated learning on clients with noisy labels is a challenging problem, as such clients can infiltrate the global model, impacting the overall generalizability of the system. Exi…