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Double Momentum SGD for Federated Learning


Feb 08, 2021
An Xu, Heng Huang


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Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning


Aug 14, 2020
Bin Gu, An Xu, Zhouyuan Huo, Cheng Deng, Heng Huang


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Training Faster with Compressed Gradient


Aug 13, 2020
An Xu, Zhouyuan Huo, Heng Huang


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Exploit Where Optimizer Explores via Residuals


Apr 11, 2020
An Xu, Zhouyuan Huo, Heng Huang


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Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training


Feb 25, 2020
An Xu, Zhouyuan Huo, Heng Huang


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Diversely Stale Parameters for Efficient Training of CNNs


Sep 24, 2019
An Xu, Zhouyuan Huo, Heng Huang

* Layer-wise Staleness, Parallel Training, Convolutional Neural Networks 

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