FedBoost: A Communication-Efficient Algorithm for Federated Learning

Jenny Hamer, Mehryar Mohri, Ananda Theertha Suresh

Abstract: Communication cost is often a bottleneck in federated learning and other client-based distributed learning scenarios. To overcome this, several gradient compression and model compression algorithms...