Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression

Xiaoyun Li, Ping Li

In federated learning (FL) systems, e.g., wireless networks, the communication cost between the clients and the central server can often be a bottleneck. To reduce the communicatio…