Communication-Efficient Federated Learning by Exploiting Spatio-Temporal Correlations of Gradients

Shenlong Zheng, Zhen Zhang, Yuhui Deng +2

Communication overhead is a critical challenge in federated learning, particularly in bandwidth-constrained networks. Although many methods have been proposed to reduce communicati…