Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients

Zheshun Wu, Zenglin Xu, Dun Zeng +2

Federated Learning (FL) has surged in prominence due to its capability of collaborative model training without direct data sharing. However, the vast disparity in local data distri…