Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data

Dezhong Yao, Wanning Pan, Yutong Dai +5

Federated learning enables multiple clients to collaboratively learn a global model by periodically aggregating the clients' models without transferring the local data. However, du…