Robust Self-Tuning Semiparametric PCA for Contaminated Elliptical Distribution
Hung, Hung, Huang, Su-Yun, Eguchi, Shinto
Published in IEEE transactions on signal processing (2022)
Published in IEEE transactions on signal processing (2022)
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Journal Article
A Geometric Algorithm for Contrastive Principal Component Analysis in High Dimension
Lu, Rung-Sheng, Wang, Shao-Hsuan, Huang, Su-Yun
Published in Journal of computational and graphical statistics (02.07.2024)
Published in Journal of computational and graphical statistics (02.07.2024)
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Journal Article
Robust Aggregation for Federated Learning by Minimum γ -Divergence Estimation
Li, Cen-Jhih, Huang, Pin-Han, Ma, Yi-Ting, Hung, Hung, Huang, Su-Yun
Published in Entropy (Basel, Switzerland) (13.05.2022)
Published in Entropy (Basel, Switzerland) (13.05.2022)
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Journal Article
Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression
YEH, Yi-Ren, HUANG, Su-Yun, LEE, Yuh-Jye
Published in IEEE transactions on knowledge and data engineering (01.11.2009)
Published in IEEE transactions on knowledge and data engineering (01.11.2009)
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Journal Article
Detection of gene-gene interactions using multistage sparse and low-rank regression
Hung, Hung, Lin, Yu-Ting, Chen, Penweng, Wang, Chen-Chien, Huang, Su-Yun, Tzeng, Jung-Ying
Published in Biometrics (01.03.2016)
Published in Biometrics (01.03.2016)
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Journal Article
Robust Independent Component Analysis via Minimum \gamma -Divergence Estimation
Pengwen Chen, Hung Hung, Komori, Osamu, Su-Yun Huang, Eguchi, Shinto
Published in IEEE journal of selected topics in signal processing (01.08.2013)
Published in IEEE journal of selected topics in signal processing (01.08.2013)
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Journal Article
A new regularized least squares support vector regression for gene selection
Chen, Pei-Chun, Huang, Su-Yun, Chen, Wei J, Hsiao, Chuhsing K
Published in BMC bioinformatics (03.02.2009)
Published in BMC bioinformatics (03.02.2009)
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Journal Article
A generalized information criterion for high-dimensional PCA rank selection
Hung, Hung, Huang, Su-Yun, Ing, Ching-Kang
Published in Statistical papers (Berlin, Germany) (01.08.2022)
Published in Statistical papers (Berlin, Germany) (01.08.2022)
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Journal Article
Alteration of power law scaling of spontaneous brain activity in schizophrenia
Lee, Yi-Ju, Huang, Su-Yun, Lin, Ching-Po, Tsai, Shih-Jen, Yang, Albert C.
Published in Schizophrenia research (01.12.2021)
Published in Schizophrenia research (01.12.2021)
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Journal Article
Machine learning-based monosaccharide profiling for tissue-specific classification of Wolfiporia extensa samples
Hsiung, Shih-Yi, Deng, Shun-Xin, Li, Jing, Huang, Sheng-Yao, Liaw, Chen-Kun, Huang, Su-Yun, Wang, Ching-Chiung, Hsieh, Yves S.Y.
Published in Carbohydrate polymers (15.12.2023)
Published in Carbohydrate polymers (15.12.2023)
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Journal Article
Statistical Analysis of Biomarkers for Personalized Medicine
Eguchi, Shinto, Matsui, Shigeyuki, Huang, Su-Yun, Hsiao, Chuhsing Kate
Published in Computational and mathematical methods in medicine (01.01.2013)
Published in Computational and mathematical methods in medicine (01.01.2013)
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Journal Article
A consistency theorem for randomized singular value decomposition
Chen, Ting-Li, Huang, Su-Yun, Wang, Weichung
Published in Statistics & probability letters (01.06.2020)
Published in Statistics & probability letters (01.06.2020)
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Journal Article
Maximum number of live births per donor in artificial insemination
Wang, Charlotte, Tsai, Miao-Yu, Lee, Mei-Hsien, Huang, Su-Yun, Kao, Chen-Hung, Ho, Hong-Nerng, Hsiao, Chuhsing Kate
Published in Human reproduction (Oxford) (01.05.2007)
Published in Human reproduction (Oxford) (01.05.2007)
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