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Zheng-Chu Guo
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Online Regularized Learning Algorithm for Functional Data


Nov 24, 2022
Yuan Mao, Zheng-Chu Guo

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* 32 pages 
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Capacity dependent analysis for functional online learning algorithms


Sep 25, 2022
Xin Guo, Zheng-Chu Guo, Lei Shi

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Coefficient-based Regularized Distribution Regression


Aug 26, 2022
Yuan Mao, Lei Shi, Zheng-Chu Guo

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Realizing data features by deep nets


Jan 01, 2019
Zheng-Chu Guo, Lei Shi, Shao-Bo Lin

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* 12 pages, 2 figures 
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Fast and Strong Convergence of Online Learning Algorithms


Oct 10, 2017
Zheng-Chu Guo, Lei Shi

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Convergence of Unregularized Online Learning Algorithms


Aug 09, 2017
Yunwen Lei, Lei Shi, Zheng-Chu Guo

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Learning from networked examples


Jun 03, 2017
Yuyi Wang, Jan Ramon, Zheng-Chu Guo

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Learning from networked examples in a k-partite graph


Feb 18, 2017
Yuyi Wang, Jan Ramon, Zheng-Chu Guo

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* a special case 
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Guaranteed Classification via Regularized Similarity Learning


Aug 29, 2013
Zheng-Chu Guo, Yiming Ying

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Generalization Bounds for Metric and Similarity Learning


Mar 17, 2013
Qiong Cao, Zheng-Chu Guo, Yiming Ying

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* 20 pages 
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