Learning Critically: Selective Self Distillation in Federated Learning on Non-IID Data

Yuting He, Yiqiang Chen, XiaoDong Yang +3

Federated learning (FL) enables multiple clients to collaboratively train a global model while keeping local data decentralized. Data heterogeneity (non-IID) across clients has imp…