×
Author ID: she.yiyuan Recent zbMATH articles by "She, Yiyuan"
Published as: She, Yiyuan
External Links: MGP
Documents Indexed: 26 Publications since 2004
Co-Authors: 16 Co-Authors with 16 Joint Publications
272 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

23 Publications have been cited 367 times in 276 Documents Cited by Year
Outlier detection using nonconvex penalized regression. Zbl 1232.62068
She, Yiyuan; Owen, Art B.
83
2011
Optimal selection of reduced rank estimators of high-dimensional matrices. Zbl 1216.62086
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
76
2011
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices. Zbl 1373.62246
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
39
2012
Sparse regression with exact clustering. Zbl 1329.62327
She, Yiyuan
37
2010
Thresholding-based iterative selection procedures for model selection and shrinkage. Zbl 1326.62158
She, Yiyuan
29
2009
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. Zbl 1255.62209
She, Yiyuan
26
2012
Robust reduced-rank regression. Zbl 07072232
She, Y.; Chen, Kun
22
2017
The group square-root lasso: theoretical properties and fast algorithms. Zbl 1364.94113
Bunea, Florentina; Lederer, Johannes; She, Yiyuan
20
2014
Group regularized estimation under structural hierarchy. Zbl 1398.62138
She, Yiyuan; Wang, Zhifeng; Jiang, He
13
2018
Selective factor extraction in high dimensions. Zbl 1506.62465
She, Yiyuan
9
2017
Group iterative spectrum thresholding for super-resolution sparse spectral selection. Zbl 1394.94521
She, Yiyuan; Wang, Jiangping; Li, Huanghuang; Wu, Dapeng
6
2013
Reduced rank vector generalized linear models for feature extraction. Zbl 1327.62431
She, Yiyuan
5
2013
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
5
2019
Iterative proportional scaling revisited: a modern optimization perspective. Zbl 07499011
She, Yiyuan; Tang, Shao
4
2019
Stationary-sparse causality network learning. Zbl 1318.62174
He, Yuejia; She, Yiyuan; Wu, Dapeng
3
2013
Gaining outlier resistance with progressive quantiles: fast algorithms and theoretical studies. Zbl 1506.62539
She, Yiyuan; Wang, Zhifeng; Shen, Jiahui
2
2022
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1347.62147
She, Yiyuan
2
2016
On the necessity and sufficiency of \(PLUS\) factorizations. Zbl 1071.15012
She, Yiyuan; Hao, Pengwei
2
2005
Analysis of generalized Bregman surrogate algorithms for nonsmooth nonconvex statistical learning. Zbl 1486.62212
She, Yiyuan; Wang, Zhifeng; Jin, Jiuwu
2
2021
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1329.62328
She, Yiyuan
1
2015
Joint association graph screening and decomposition for large-scale linear dynamical systems. Zbl 1394.94520
She, Yiyuan; He, Yuejia; Li, Shijie; Wu, Dapeng
1
2015
Block TERM factorization of block matrices. Zbl 1186.15012
She, Yiyuan; Hao, Pengwei
1
2004
Learning topology and dynamics of large recurrent neural networks. Zbl 1393.92005
She, Yiyuan; He, Yuejia; Wu, Dapeng
1
2014
Gaining outlier resistance with progressive quantiles: fast algorithms and theoretical studies. Zbl 1506.62539
She, Yiyuan; Wang, Zhifeng; Shen, Jiahui
2
2022
Analysis of generalized Bregman surrogate algorithms for nonsmooth nonconvex statistical learning. Zbl 1486.62212
She, Yiyuan; Wang, Zhifeng; Jin, Jiuwu
2
2021
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
5
2019
Iterative proportional scaling revisited: a modern optimization perspective. Zbl 07499011
She, Yiyuan; Tang, Shao
4
2019
Group regularized estimation under structural hierarchy. Zbl 1398.62138
She, Yiyuan; Wang, Zhifeng; Jiang, He
13
2018
Robust reduced-rank regression. Zbl 07072232
She, Y.; Chen, Kun
22
2017
Selective factor extraction in high dimensions. Zbl 1506.62465
She, Yiyuan
9
2017
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1347.62147
She, Yiyuan
2
2016
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1329.62328
She, Yiyuan
1
2015
Joint association graph screening and decomposition for large-scale linear dynamical systems. Zbl 1394.94520
She, Yiyuan; He, Yuejia; Li, Shijie; Wu, Dapeng
1
2015
The group square-root lasso: theoretical properties and fast algorithms. Zbl 1364.94113
Bunea, Florentina; Lederer, Johannes; She, Yiyuan
20
2014
Learning topology and dynamics of large recurrent neural networks. Zbl 1393.92005
She, Yiyuan; He, Yuejia; Wu, Dapeng
1
2014
Group iterative spectrum thresholding for super-resolution sparse spectral selection. Zbl 1394.94521
She, Yiyuan; Wang, Jiangping; Li, Huanghuang; Wu, Dapeng
6
2013
Reduced rank vector generalized linear models for feature extraction. Zbl 1327.62431
She, Yiyuan
5
2013
Stationary-sparse causality network learning. Zbl 1318.62174
He, Yuejia; She, Yiyuan; Wu, Dapeng
3
2013
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices. Zbl 1373.62246
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
39
2012
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. Zbl 1255.62209
She, Yiyuan
26
2012
Outlier detection using nonconvex penalized regression. Zbl 1232.62068
She, Yiyuan; Owen, Art B.
83
2011
Optimal selection of reduced rank estimators of high-dimensional matrices. Zbl 1216.62086
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
76
2011
Sparse regression with exact clustering. Zbl 1329.62327
She, Yiyuan
37
2010
Thresholding-based iterative selection procedures for model selection and shrinkage. Zbl 1326.62158
She, Yiyuan
29
2009
On the necessity and sufficiency of \(PLUS\) factorizations. Zbl 1071.15012
She, Yiyuan; Hao, Pengwei
2
2005
Block TERM factorization of block matrices. Zbl 1186.15012
She, Yiyuan; Hao, Pengwei
1
2004
all top 5

Cited by 610 Authors

11 Chen, Kun
11 Lian, Heng
11 She, Yiyuan
5 Bien, Jacob
5 Wegkamp, Marten H.
4 Antoniadis, Anestis
4 Bing, Xin
4 Bunea, Florentina
4 Chi, Eric C.
4 Feng, Sanying
4 Yao, Weixin
4 Zhao, Weihua
4 Zheng, Zemin
3 Amato, Umberto
3 Beyhum, Jad
3 Dalalyan, Arnak S.
3 De Feis, Italia
3 Dey, Dipak Kumar
3 Gaynanova, Irina
3 Gijbels, Irène
3 Huang, Jian
3 Huang, Jianhua Z.
3 Jiang, He
3 Kim, Yongdai
3 Klopp, Olga
3 Li, Gen
3 Ma, Shujie
3 Müller, Christian L.
3 Slawski, Martin
3 Sun, Defeng
3 Toh, Kim Chuan
3 Tsybakov, Alexandre B.
3 Wang, Zhifeng
3 Yu, Chun
3 Zhu, Zhongyi
2 Angeris, Guillermo
2 Balakrishnan, Narayanaswamy
2 Barratt, Shane T.
2 Ben-David, Emanuel
2 Boyd, Stephen Poythress
2 Devijver, Emilie
2 Dong, Ruipeng
2 Dong, Yao
2 Gaïffas, Stéphane
2 Gao, Chao
2 Giraud, Christophe
2 He, Kejun
2 He, Xing
2 Jiao, Yuling
2 Ke, Yuan
2 Kim, Inyoung
2 Kolar, Mladen
2 Lambert-Lacroix, Sophie
2 Lederer, Johannes
2 Li, Hongzhe
2 Li, Rui
2 Li, Yingying
2 Liang, Jian
2 Liu, Jin
2 Liu, Yanyan
2 Liu, Yufeng
2 Lounici, Karim
2 Lu, Xiliang
2 Lv, Jinchi
2 Mishra, Aditya Mani
2 Mkhadri, Abdallah
2 Ng, Chi Tim
2 Nguyen, van Cuong
2 Ning, Yang
2 Niu, Lu
2 Park, Chun Gun
2 Qin, Guoyou
2 Sardy, Sylvain
2 Schifano, Elizabeth D.
2 Song, Rui
2 Song, Yunquan
2 Takeda, Akiko
2 Tang, Peipei
2 Van de Geer, Sara Anna
2 Wang, Chengjing
2 Wang, Fei
2 Wang, Yazhen
2 Xiao, Luo
2 Xiong, Shifeng
2 Yan, Xiaohan
2 Yang, Can
2 Yuan, Ming
2 Zhang, Changshui
2 Zhang, Cun-Hui
2 Zhang, Fode
2 Zhang, Yuexia
2 Zhao, Hongyu
2 Zhao, Junlong
2 Zhao, You
2 Zhou, Harrison H.
1 Abdallah, Maher
1 Adcock, Ben
1 Alfons, Andreas
1 Alquier, Pierre
1 Arslan, Olcay
...and 510 more Authors
all top 5

Cited in 81 Serials

20 Electronic Journal of Statistics
16 Computational Statistics and Data Analysis
15 Journal of Multivariate Analysis
14 Journal of the American Statistical Association
14 Journal of Computational and Graphical Statistics
13 The Annals of Statistics
13 Journal of Machine Learning Research (JMLR)
10 Statistics and Computing
9 Communications in Statistics. Simulation and Computation
8 Communications in Statistics. Theory and Methods
8 Bernoulli
7 Biometrics
7 Journal of Statistical Computation and Simulation
6 Journal of Statistical Planning and Inference
6 Statistica Sinica
6 The Annals of Applied Statistics
5 Journal of Applied Statistics
4 Annals of the Institute of Statistical Mathematics
4 Statistics
4 Neural Networks
4 Test
3 Journal of Optimization Theory and Applications
3 Statistical Science
3 Computational Statistics
3 SIAM Journal on Optimization
3 Journal of the Korean Statistical Society
2 Scandinavian Journal of Statistics
2 Machine Learning
2 Neural Computation
2 Journal of Global Optimization
2 European Journal of Operational Research
2 International Journal of Computer Vision
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Brazilian Journal of Probability and Statistics
2 Statistical Methods and Applications
2 Bayesian Analysis
2 Japanese Journal of Statistics and Data Science
2 SIAM Journal on Mathematics of Data Science
1 Computer Physics Communications
1 Calcolo
1 Information Sciences
1 International Journal for Numerical Methods in Engineering
1 Journal of Computational and Applied Mathematics
1 Journal of Econometrics
1 Metron
1 Numerische Mathematik
1 Statistics & Probability Letters
1 Circuits, Systems, and Signal Processing
1 Revista Colombiana de Estadística
1 Journal of Symbolic Computation
1 Probability Theory and Related Fields
1 Journal of Scientific Computing
1 Signal Processing
1 Numerical Algorithms
1 Applied Mathematical Modelling
1 Linear Algebra and its Applications
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Computational Optimization and Applications
1 Journal of Mathematical Sciences (New York)
1 Complexity
1 INFORMS Journal on Computing
1 Journal of Nonparametric Statistics
1 Mathematical Problems in Engineering
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Australian & New Zealand Journal of Statistics
1 Data Mining and Knowledge Discovery
1 New Journal of Physics
1 Econometric Theory
1 SORT. Statistics and Operations Research Transactions
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Advances in Data Analysis and Classification. ADAC
1 Optimization Letters
1 Journal of Statistical Theory and Practice
1 AStA. Advances in Statistical Analysis
1 Statistics Surveys
1 Science China. Mathematics
1 Sankhyā. Series B
1 Frontiers of Computer Science
1 Journal of the Operations Research Society of China
1 Computer Science Review
1 Journal of the Japan Statistical Society. Japanese Issue

Citations by Year