Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting

Rong Dai, Yonggang Zhang, Ang Li +3

One-shot Federated Learning (OFL) has become a promising learning paradigm, enabling the training of a global server model via a single communication round. In OFL, the server mode…