Xiaoxiao Liang

RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning

Federated semi-supervised learning (FSSL) aims to derive a global model by jointly training fully-labeled and fully-unlabeled clients. The existing approaches work well when local clients have independent and identically distributed (IID) data but fail to generalize to a more practical FSSL setting,…