Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learning

Kai Yi, Timur Kharisov, Igor Sokolov +1

Virtually all federated learning (FL) methods, including FedAvg, operate in the following manner: i) an orchestrating server sends the current model parameters to a cohort of clien…