Fanghua Ye

Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths

Federated learning enables collaborative training while preserving the privacy of all participants. However, the heterogeneity in data distribution across multiple training nodes poses significant challenges to the construction of federated models. Prior studies were dedicated to mitigating the effects of data heteroge...