most citedBandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning

4 citations · 4 across the 1 of their papers we have counts for

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cs.DC2024★ 4 cited

Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning

Zichen Tang, Junlin Huang, Rudan Yan +5

Current data compression methods, such as sparsification in Federated Averaging (FedAvg), effectively enhance the communication efficiency of Federated Learning (FL). However, thes…