Su-Yun Huang

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All published works

Action	Title	Year	Authors
+	Perturbation theory for cross data matrix-based PCA	2022	Shao-Hsuan Wang Su-Yun Huang
+ PDF Chat	A consistency theorem for randomized singular value decomposition	2020	Ting‐Li Chen Su-Yun Huang Weichung Wang
+	An ISIS screening approach involving threshold/partition for variable selection in linear regression	2017	Yu-Hsiang Cheng Tzee‐Ming Huang Su-Yun Huang
+	Robust mislabel logistic regression without modeling mislabel probabilities	2016	Hung Hung Zhi-Yu Jou Su-Yun Huang
+	Integrating multiple random sketches for singular value decomposition	2016	Ting‐Li Chen Dawei D. Chang Su-Yun Huang Hung Chen C. C. LIN Weichung Wang
+	Functional Inverse Regression in an Enlarged Dimension Reduction Space	2015	Ting‐Li Chen Su-Yun Huang Yanyuan Ma I‐Ping Tu
+	Asymptotic error bounds for kernel-based Nyström low-rank approximation matrices	2013	Lo‐Bin Chang Zhidong Bai Su-Yun Huang Chii-Ruey Hwang
+	Detection of Gene-Gene Interactions by Multistage Sparse and Low-Rank Regression	2013	Hung Hung Yu-Tin Lin Pengwen Chen Chen-Chien Wang Su-Yun Huang Jung-Ying Tzeng
+	Robust Kernel Principal Component Analysis	2009	Su-Yun Huang Yi-Ren Yeh Shinto Eguchi
+ PDF Chat	Nonlinear measures of association with kernel canonical correlation analysis and applications	2008	Su-Yun Huang Mei‐Hsien Lee Chuhsing Kate Hsiao
+	Kernel-Based Discriminant Techniques for Educational Placement	2004	Miao-Hsiang Lin Su-Yun Huang Yuan‐chin Ivan Chang
+	Optimal volume-corrected Laplace-Metropolis method	2003	Su-Yun Huang Chuhsing Kate Hsiao Ching-Wei Chang
+	Empirical Bayes testing procedures in some nonexponential families using asymmetric Linex loss function	1995	Su-Yun Huang

Common Coauthors

Coauthor	Papers Together
Ting‐Li Chen	3
Weichung Wang	2
Chuhsing Kate Hsiao	2
Hung Hung	2
I‐Ping Tu	1
Yu-Hsiang Cheng	1
Zhi-Yu Jou	1
Lo‐Bin Chang	1
Yi-Ren Yeh	1
Chii-Ruey Hwang	1
Chen-Chien Wang	1
Yu-Tin Lin	1
C. C. LIN	1
Tzee‐Ming Huang	1
Hung Chen	1
Zhidong Bai	1
Shinto Eguchi	1
Yuan‐chin Ivan Chang	1
Yanyuan Ma	1
Mei‐Hsien Lee	1
Pengwen Chen	1
Miao-Hsiang Lin	1
Jung-Ying Tzeng	1
Dawei D. Chang	1
Ching-Wei Chang	1
Shao-Hsuan Wang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	An Introduction to Multivariate Statistical Analysis	1986	Robb J. Muirhead T. W. Anderson	3
+ PDF Chat	The Commutation Matrix: Some Properties and Applications	1979	Jan R. Magnus Heinz Neudecker	2
+ PDF Chat	Computational Advertising: Techniques for Targeting Relevant Ads	2014	David P. Woodruff	2
+ PDF Chat	A Randomized Algorithm for Principal Component Analysis	2009	Vladimir Rokhlin Arthur Szlam Mark Tygert	2
+ PDF Chat	An Introduction to Multivariate Statistical Analysis	2004		2
+	Multivariate Statistical Methods	2008	Donald F. Morrison	1
+	A SHORT REVIEW OF MULTIVARIATE t-DISTRIBUTION	2006	B. M. Golam Kibria Anwar H. Joarder King Fahd	1
+	Multivariate Data Analysis.	1972	Daniel James Amick William W. Cooley Paul R. Lohnes	1
+	Some Tools for Functional Data Analysis	1991	J. O. Ramsay Connor J. Dalzell	1
+	Sufficient Dimension Reduction via Inverse Regression	2005	R. Dennis Cook Liqiang Ni	1
+ PDF Chat	Stochastic processes with sample paths in reproducing kernel Hilbert spaces	2001	Milan N. Lukić Jay H. Beder	1
+ PDF Chat	BOOST: A Fast Approach to Detecting Gene-Gene Interactions in Genome-wide Case-Control Studies	2010	Xiang Wan Can Yang Qiang Yang Hong Xue Xiaodan Fan Nelson L.S. Tang Weichuan Yu	1
+	The Singular Value Decomposition, Applications and Beyond	2015	Zhihua Zhang	1
+ PDF Chat	Subspace Iteration Randomization and Singular Value Problems	2015	Ming Gu	1
+ PDF Chat	On the distribution of the largest eigenvalue in principal components analysis	2001	Iain M. Johnstone	1
+	Robust Kernel Principal Component Analysis	2009	Su-Yun Huang Yi-Ren Yeh Shinto Eguchi	1
+	Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix	2006	Petros Drineas Ravi Kannan Michael W. Mahoney	1
+ PDF Chat	The Asymptotic Distribution of Principal Component Roots Under Local Alternatives to Multiple Roots	1983	David E. Tyler	1
+ PDF Chat	Regularization with randomized SVD for large-scale discrete inverse problems	2013	Hua Xiang Jun Zou	1
+ PDF Chat	A Semiparametric Approach to Dimension Reduction	2012	Yanyuan Ma Li Zhu	1
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna	1
+	Empirical Bayes estimation of the scale parameter in a Pareto distribution	1990	Ram C. Tiwari Jyoti Zalkikar	1
+ PDF Chat	Smoothed functional principal components analysis by choice of norm	1996	Bernard W. Silverman	1
+	An alternative method of cross-validation for the smoothing of density estimates	1984	Adrian Bowman	1
+	Multivariate k-nearest neighbor density estimates	1979	Y. P. Mack M. Rosenblatt	1
+ PDF Chat	Randomized Algorithms for Matrices and Data	2012	Michael W. Mahoney	1
+	On the convergence rates of a monotone empirical Bayes test for uniform distributions	1990	TaChen Liang	1
+	Canonical correlation for stochastic processes	2007	R. L. Eubank Tailen Hsing	1
+	Uniform Design: Theory and Application	2000	Kai-Tai Fang Dennis K. J. Lin Peter Winker Yong Zhang	1
+	Fast Monte Carlo Algorithms for Matrices III: Computing a Compressed Approximate Matrix Decomposition	2006	Petros Drineas Ravi Kannan Michael W. Mahoney	1
+ PDF Chat	Geometric Representation of High Dimension, Low Sample Size Data	2005	Peter A. Hall J. S. Marron Amnon Neeman	1
+	Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models	1989	Hans R. Künsch Leonard A. Stefanski Raymond J. Carroll	1
+ PDF Chat	A Fast Randomized Algorithm for Orthogonal Projection	2011	E. S. Coakley Vladimir Rokhlin Mark Tygert	1
+	Probability Inequalities for the Sum of Independent Random Variables	1962	G. G. Bennett	1
+ PDF Chat	Unbiasedness of the Likelihood Ratio Tests for Equality of Several Covariance Matrices and Equality of Several Multivariate Normal Populations	1980	Michael D. Perlman	1
+ PDF Chat	Remarks on Some Nonparametric Estimates of a Density Function	1956	Murray Rosenblatt	1
+	The high-dimension, low-sample-size geometric representation holds under mild conditions	2007	Jae Youn Ahn J. S. Marron Klaus Müller Yueh‐Yun Chi	1
+	ON THE ADMISSIBILITY OF THE LINEAR ESTIMATORS OF THE POISSON MEAN USING LINEX LOSS FUNCTIONS	1990	Lynn Kuo Dipak K. Dey	1
+	Cross-Validation of Multivariate Densities	1994	Stephan R. Sain Keith Baggerly David W. Scott	1
+	Empirical Arithmetic Averaging Over the Compact Stiefel Manifold	2012	Tetsuya Kaneko Simone Fiori Toshihisa Tanaka	1
+	Measures of Association for Hilbertian Subspaces and Some Applications	2002	Jacques Dauxois Guy Martial Nkiet	1
+	RELATIONS BETWEEN TWO SETS OF VARIATES	1936	Harold Hotelling	1
+	/spl epsi/-SSVR: a smooth support vector machine for /spl epsi/-insensitive regression	2005	Yuh-Jye Lee Wen–Feng Hsieh Chien‐Ming Huang	1
+ PDF Chat	The Strong Uniform Consistency of Nearest Neighbor Density Estimates	1977	Luc Devroye T. Wagner	1
+	Estimation of prior distribution and empirical Bayes estimation in a nonexponential family	1990	Barre Vijaya Prasad Radhey S. Singh	1
+	Robust parameter estimation with a small bias against heavy contamination	2008	Hironori Fujisawa Shinto Eguchi	1
+ PDF Chat	On Properties of Functional Principal Components Analysis	2005	Peter Hall Mohammad Hosseini‐Nasab	1
+ PDF Chat	Optimal Global Rates of Convergence for Nonparametric Regression	1982	Charles J. Stone	1
+	A Class of Robust Principal Component Vectors	2001	Hidehiko Kamiya Shinto Eguchi	1
+	DISCRIMINATION OF GAUSSIAN PROCESSES*	1965	C. Radhakrishna Rao V. S. Varadarajan	1