Heqiang Wang

Friends to Help: Saving Federated Learning from Client Dropout

Federated learning (FL) is a new distributed machine learning frame-work known for its benefits on data privacy and communication efficiency. Since full client participation in many cases is infeasible due to constrained resources, partial participation FL algorithms have been investigated that proa…