2022
Hybrid Local SGD for Federated Learning with Heterogeneous Communications
ICLR 2022spotlight
Communication is a key bottleneck in federated learning where a large number of edge devices collaboratively learn a model under the orchestration of a central server without sharing their own training data. While local SGD has been proposed to reduce the number of FL rounds and become the algorithm…