most citedQuark: Implementing Convolutional Neural Networks Entirely on Programmable Data Plane

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cs.LG2026

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…