Improving Local Training in Federated Learning via Temperature Scaling

Kichang Lee, Pei Zhang, Songkuk Kim +1

Federated learning is inherently hampered by data heterogeneity: non-i.i.d. training data over local clients. We propose a novel model training approach for federated learning, FLe…