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A Distributed Synchronous SGD Algorithm with Global Top-$k$ Sparsification for Low Bandwidth Networks

Jan 14, 2019
Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu

* 12 pages 

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U-SLADS: Unsupervised Learning Approach for Dynamic Dendrite Sampling

Jul 06, 2018
Yan Zhang, Xiang Huang, Nicola Ferrier, Emine B. Gulsoy, Charudatta Phatak


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