Yiyuan She
Title
Cited by
Cited by
Year
Outlier detection using nonconvex penalized regression
Y She, AB Owen
Journal of the American Statistical Association 106 (494), 626-639, 2011
2032011
Optimal selection of reduced rank estimators of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
The Annals of Statistics 39 (2), 1282-1309, 2011
1712011
Thresholding-based iterative selection procedures for model selection and shrinkage
Y She
Electronic Journal of statistics 3, 384-415, 2009
1432009
Sparse regression with exact clustering
Y She
Electronic Journal of Statistics 4, 1055-1096, 2010
1032010
A comparison of typical ℓp minimization algorithms
Q Lyu, Z Lin, Y She, C Zhang
Neurocomputing 119, 413-424, 2013
902013
Why deep learning works: A manifold disentanglement perspective
PP Brahma, D Wu, Y She
IEEE transactions on neural networks and learning systems 27 (10), 1997-2008, 2015
852015
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices
F Bunea, Y She, MH Wegkamp
The Annals of Statistics 40 (5), 2359-2388, 2012
832012
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors
Y She
Computational Statistics & Data Analysis 56 (10), 2976-2990, 2012
752012
Penalized least squares regression methods and applications to neuroimaging
F Bunea, Y She, H Ombao, A Gongvatana, K Devlin, R Cohen
NeuroImage 55 (4), 1519-1527, 2011
752011
Feature selection with annealing for computer vision and big data learning
A Barbu, Y She, L Ding, G Gramajo
IEEE transactions on pattern analysis and machine intelligence 39 (2), 272-286, 2016
662016
The group square-root lasso: Theoretical properties and fast algorithms
F Bunea, J Lederer, Y She
IEEE Transactions on Information Theory 60 (2), 1313-1325, 2013
612013
Selective factor extraction in high dimensions
Y She
Biometrika 104 (1), 97-110, 2017
282017
Group regularized estimation under structural hierarchy
Y She, Z Wang, H Jiang
Journal of the American Statistical Association 113 (521), 445-454, 2018
262018
Group iterative spectrum thresholding for super-resolution sparse spectral selection
Y She, J Wang, H Li, D Wu
IEEE Transactions on signal Processing 61 (24), 6371-6386, 2013
202013
Robust orthogonal complement principal component analysis
Y She, S Li, D Wu
Journal of the American Statistical Association 111 (514), 763-771, 2016
192016
Reduced Rank Vector Generalized Linear Models for Feature Extraction
Y She
Statistics and Its Interface 6, 197-209, 2013
192013
Robust reduced-rank regression
Y She, K Chen
Biometrika 104 (3), 633-647, 2017
152017
Stationary-sparse causality network learning
Y He, Y She, D Wu
The Journal of Machine Learning Research 14 (1), 3073-3104, 2013
132013
Matrix factorizations for parallel integer transformation
Y She, P Hao, Y Paker
IEEE transactions on signal processing 54 (12), 4675-4684, 2006
132006
Resolving deconvolution ambiguity in gene alternative splicing
Y She, E Hubbell, H Wang
BMC bioinformatics 10 (1), 237, 2009
122009
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Articles 1–20