Edit Profile (opens in new tab) She, Yiyuan Co-Author Distance Author ID: 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 all top 5 Co-Authors 7 single-authored 4 Wu, Dapeng 3 Bunea, Florentina 3 Hao, Pengwei 3 He, Yuejia 3 Wang, Zhifeng 2 Wegkamp, Marten H. 1 Chen, Kun 1 Jiang, He 1 Jin, Jiuwu 1 Li, Huanghuang 1 Li, Shijie 1 Owen, Art B. 1 Paker, Yakup 1 Shen, Jiahui 1 Tang, Shao 1 Wang, Jiangping 1 Zhang, Qiaoya all top 5 Serials 4 IEEE Transactions on Signal Processing 4 Electronic Journal of Statistics 3 The Annals of Statistics 3 Journal of the American Statistical Association 3 Statistics and Its Interface 2 Biometrika 1 IEEE Transactions on Information Theory 1 Linear Algebra and its Applications 1 Computational Statistics and Data Analysis 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Machine Learning Research (JMLR) 1 Science in China. Series F 1 Journal of Computational and Graphical Statistics all top 5 Fields 19 Statistics (62-XX) 6 Computer science (68-XX) 4 Information and communication theory, circuits (94-XX) 3 Numerical analysis (65-XX) 3 Operations research, mathematical programming (90-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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 all top 5 Cited in 21 Fields 237 Statistics (62-XX) 38 Operations research, mathematical programming (90-XX) 31 Computer science (68-XX) 25 Numerical analysis (65-XX) 14 Probability theory and stochastic processes (60-XX) 9 Linear and multilinear algebra; matrix theory (15-XX) 8 Information and communication theory, circuits (94-XX) 5 Biology and other natural sciences (92-XX) 4 Quantum theory (81-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Algebraic geometry (14-XX) 1 Group theory and generalizations (20-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Relativity and gravitational theory (83-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Citations by Year