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most citedLayered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning

3 citations · 5 across the 8 of their papers we have counts for

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cs.LG2022

Adaptive Top-K in SGD for Communication-Efficient Distributed Learning

Mengzhe Ruan, Guangfeng Yan, Yuanzhang Xiao +2

Distributed stochastic gradient descent (SGD) with gradient compression has become a popular communication-efficient solution for accelerating distributed learning. One commonly us…