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Haiyan Jiang

AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow

Oct 07, 2021
Haiyan Jiang, Haoyi Xiong, Dongrui Wu, Ji Liu, Dejing Dou

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* accepted by Machine Learning

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Robust Matrix Factorization with Grouping Effect

Jul 08, 2021
Haiyan Jiang, Shuyu Li, Luwei Zhang, Haoyi Xiong, Dejing Dou

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* 22 pages, 5 figures, 4 tables

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Feature Grouping and Sparse Principal Component Analysis

Jun 25, 2021
Haiyan Jiang, Shanshan Qin, Dejing Dou

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* 21 pages, 5 figures, 2 tables

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