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20162023
most citedConvolutional Neural Networks for Text Categorization: Shallow Word-level vs. Deep Character-level

39 citations · 201 across the 29 of their papers we have counts for

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Showing 2020 · math.OCShow all

2 papers · 2 filters

math.OC2020

PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction

Haishan Ye, Wei Xiong, Tong Zhang

This paper considers the decentralized composite optimization problem. We propose a novel decentralized variance-reduction proximal-gradient algorithmic framework, called PMGT-VR,…

math.OC2020★ 8 cited

Error Compensated Distributed SGD Can Be Accelerated

Xun Qian, Peter Richtárik, Tong Zhang

Gradient compression is a recent and increasingly popular technique for reducing the communication cost in distributed training of large-scale machine learning models. In this work…