Towards Effective Clustered Federated Learning: A Peer-to-peer Framework with Adaptive Neighbor Matching

Zexi Li, Jiaxun Lu, Shuang Luo +6

In federated learning (FL), clients may have diverse objectives, and merging all clients' knowledge into one global model will cause negative transfer to local performance. Thus, c…