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An Optimization Framework for Federated Edge Learning


Nov 26, 2021
Yangchen Li , Ying Cui , Vincent Lau

* submitted to IEEE TWC. arXiv admin note: text overlap with arXiv:2110.12987 

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Optimization-Based GenQSGD for Federated Edge Learning


Nov 26, 2021
Yangchen Li , Ying Cui , Vincent Lau

* 6 pages, to appear in IEEE GLOBECOM 2021 

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Efficient Sparse Coding using Hierarchical Riemannian Pursuit


Apr 21, 2021
Ye Xue , Vincent Lau , Songfu Cai


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Online Orthogonal Dictionary Learning Based on Frank-Wolfe Method


Mar 02, 2021
Ye Xue , Vincent Lau


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Complete Dictionary Learning via $\ell_p$-norm Maximization


Feb 26, 2020
Yifei Shen , Ye Xue , Jun Zhang , Khaled B. Letaief , Vincent Lau


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