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Realizing data features by deep nets

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

* 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

* 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

* 20 pages 

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