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Bicheng Ying

From Interpretation to Correction: A Decentralized Optimization Framework for Exact Convergence in Federated Learning

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Mar 25, 2025
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Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization

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May 24, 2024
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DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm

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Jun 01, 2023
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BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning

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Nov 08, 2021
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Exponential Graph is Provably Efficient for Decentralized Deep Training

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Oct 26, 2021
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On the Performance of Exact Diffusion over Adaptive Networks

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Mar 26, 2019
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Stochastic Learning under Random Reshuffling with Constant Step-sizes

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Oct 09, 2018
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Variance-Reduced Stochastic Learning by Networked Agents under Random Reshuffling

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May 29, 2018
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Learning Under Distributed Features

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May 29, 2018
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Variance-Reduced Stochastic Learning under Random Reshuffling

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Feb 16, 2018
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