Xinjia Li

FedDKD: Federated Learning with Decentralized Knowledge Distillation

2022 · arXiv (Cornell University)

The performance of federated learning in neural networks is generally influenced by the heterogeneity of the data distribution. For a well-performing global model, taking a weighted average of the local models, as done by most …