Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

Xinyan Dai, Xiao Yan, Kaiwen Zhou +4

The high cost of communicating gradients is a major bottleneck for federated learning, as the bandwidth of the participating user devices is limited. Existing gradient compression…