knowledge distillation

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

Federated learning enables multiple clients to collaboratively learn a global model by periodically aggregating the clients' models without transferring the local data. However, due to the heterogeneity of the system and data, many approaches suffer …