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Ming Yuan
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Model selection and estimation in regression with grouped variables
M Yuan, Y Lin
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2006
89112006
Model selection and estimation in the Gaussian graphical model
M Yuan, Y Lin
Biometrika 94 (1), 19-35, 2007
21152007
Composite quantile regression and the oracle model selection theory
H Zou, M Yuan
6552008
High-dimensional semiparametric Gaussian copula graphical models
H Liu, F Han, M Yuan, J Lafferty, L Wasserman
6292012
High dimensional inverse covariance matrix estimation via linear programming
M Yuan
The Journal of Machine Learning Research 11, 2261-2286, 2010
4972010
On the non-negative garrotte estimator
M Yuan, Y Lin
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2007
4212007
Dimension reduction and coefficient estimation in multivariate linear regression
M Yuan, A Ekici, Z Lu, R Monteiro
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2007
3852007
A reproducing kernel Hilbert space approach to functional linear regression
M Yuan, TT Cai
3152010
CARM1 methylates chromatin remodeling factor BAF155 to enhance tumor progression and metastasis
L Wang, Z Zhao, MB Meyer, S Saha, M Yu, A Guo, KB Wisinski, W Huang, ...
Cancer cell 25 (1), 21-36, 2014
3102014
On tensor completion via nuclear norm minimization
M Yuan, CH Zhang
Foundations of Computational Mathematics 16 (4), 1031-1068, 2016
2842016
Efficient empirical Bayes variable selection and estimation in linear models
M Yuan, Y Lin
Journal of the American Statistical Association, 2005
2772005
A direct approach to sparse discriminant analysis in ultra-high dimensions
Q Mai, H Zou, M Yuan
Biometrika 99 (1), 29-42, 2012
2382012
Gene expression profiling of aging reveals activation of a p53-mediated transcriptional program
MG Edwards, RM Anderson, M Yuan, CM Kendziorski, R Weindruch, ...
BMC genomics 8, 1-13, 2007
2092007
Sparsity in multiple kernel learning
V Koltchinskii, M Yuan
2082010
Learning networks of heterogeneous influence
N Du, L Song, M Yuan, A Smola
Advances in neural information processing systems 25, 2012
2052012
Minimax and adaptive prediction for functional linear regression
TT Cai, M Yuan
Journal of the American Statistical Association 107 (499), 1201-1216, 2012
1922012
Statistical methods for expression quantitative trait loci (eQTL) mapping
CM Kendziorski, M Chen, M Yuan, H Lan, AD Attie
Biometrics 62 (1), 19-27, 2006
1912006
GACV for quantile smoothing splines
M Yuan
Computational statistics & data analysis 50 (3), 813-829, 2006
1892006
Doubly robust learning for estimating individualized treatment with censored data
YQ Zhao, D Zeng, EB Laber, R Song, M Yuan, MR Kosorok
Biometrika 102 (1), 151-168, 2015
1882015
Classification Methods with Reject Option Based on Convex Risk Minimization.
M Yuan, M Wegkamp
Journal of Machine Learning Research 11 (1), 2010
1852010
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Articles 1–20