Edit Profile (opens in new tab) Zhou, Shuheng Co-Author Distance Author ID: zhou.shuheng Published as: Zhou, Shuheng Documents Indexed: 25 Publications since 2005, including 4 Additional arXiv Preprints Co-Authors: 24 Co-Authors with 17 Joint Publications 1,228 Co-Co-Authors all top 5 Co-Authors 6 single-authored 3 Wasserman, Larry Alan 2 Blum, Avrim L. 2 Bühlmann, Peter 2 Coja-Oghlan, Amin 2 Frieze, Alan Michael 2 Greenewald, Kristjan 2 Gupta, Anupam 2 Hero, Alfred O. III 2 Lafferty, John D. 2 Maggs, Bruce M. 2 Rudelson, Mark 1 Chan, Hubert T-H. 1 Chan, T.-H. Hubert 1 Chaudhuri, Kamalika 1 Fan, Roger 1 Halperin, Eran 1 He, Xuming 1 Hornstein, Michael 1 Park, Seyoung 1 Rütimann, Philipp 1 Shedden, Kerby A. 1 Tsiligkaridis, Theodoros 1 Van de Geer, Sara Anna 1 Xu, Min all top 5 Serials 3 Electronic Journal of Statistics 2 IEEE Transactions on Information Theory 2 Journal of the American Statistical Association 2 Bernoulli 1 The Annals of Statistics 1 SIAM Journal on Computing 1 Machine Learning 1 IEEE Transactions on Signal Processing 1 Statistica Sinica 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Machine Learning Research (JMLR) 1 ACM Transactions on Algorithms all top 5 Fields 16 Statistics (62-XX) 6 Computer science (68-XX) 3 Combinatorics (05-XX) 3 Probability theory and stochastic processes (60-XX) 3 Information and communication theory, circuits (94-XX) 1 Operations research, mathematical programming (90-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 19 Publications have been cited 277 times in 249 Documents Cited by ▼ Year ▼ Reconstruction from anisotropic random measurements. Zbl 1364.94158 Rudelson, Mark; Zhou, Shuheng 44 2013 A statistical framework for differential privacy. Zbl 1364.62011 Wasserman, Larry; Zhou, Shuheng 38 2010 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471 van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 37 2011 Gemini: graph estimation with matrix variate normal instances. Zbl 1301.62054 Zhou, Shuheng 27 2014 Time varying undirected graphs. Zbl 1475.62174 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 26 2010 On hierarchical routing in doubling metrics. Zbl 1297.68090 Chan, Hubert T-H.; Gupta, Anupam; Maggs, Bruce M.; Zhou, Shuheng 22 2005 High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065 Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter 20 2011 On convergence of Kronecker graphical Lasso algorithms. Zbl 1394.62095 Tsiligkaridis, Theodoros; Hero, Alfred O. III; Zhou, Shuheng 15 2013 On hierarchical routing in doubling metrics. Zbl 1445.68108 Chan, T.-H. Hubert; Gupta, Anupam; Maggs, Bruce M.; Zhou, Shuheng 10 2016 Compressed and privacy-sensitive sparse regression. Zbl 1367.62208 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 9 2009 Edge disjoint paths in moderately connected graphs. Zbl 1207.68448 Rao, Satish; Zhou, Shuheng 9 2010 Tensor graphical Lasso (TeraLasso). Zbl 1429.62309 Greenewald, Kristjan; Zhou, Shuheng; Hero, Alfred 4 2019 Dantzig-type penalization for multiple quantile regression with high dimensional covariates. Zbl 1392.62218 Park, Seyoung; He, Xuming; Zhou, Shuheng 3 2017 Errors-in-variables models with dependent measurements. Zbl 1364.62179 Rudelson, Mark; Zhou, Shuheng 3 2017 Joint mean and covariance estimation with unreplicated matrix-variate data. Zbl 1420.62246 Hornstein, Michael; Fan, Roger; Shedden, Kerby; Zhou, Shuheng 3 2019 A rigorous analysis of population stratification with limited data. Zbl 1302.92065 Chaudhuri, Kamalika; Halperin, Eran; Rao, Satish; Zhou, Shuheng 2 2007 Separating populations with wide data: a spectral analysis. Zbl 1326.62136 Blum, Avrim; Coja-Oghlan, Amin; Frieze, Alan; Zhou, Shuheng 2 2009 Sparse Hanson-Wright inequalities for subgaussian quadratic forms. Zbl 1466.60036 Zhou, Shuheng 2 2019 Edge disjoint paths in moderately connected graphs. Zbl 1223.05143 Rao, Satish; Zhou, Shuheng 1 2006 Tensor graphical Lasso (TeraLasso). Zbl 1429.62309 Greenewald, Kristjan; Zhou, Shuheng; Hero, Alfred 4 2019 Joint mean and covariance estimation with unreplicated matrix-variate data. Zbl 1420.62246 Hornstein, Michael; Fan, Roger; Shedden, Kerby; Zhou, Shuheng 3 2019 Sparse Hanson-Wright inequalities for subgaussian quadratic forms. Zbl 1466.60036 Zhou, Shuheng 2 2019 Dantzig-type penalization for multiple quantile regression with high dimensional covariates. Zbl 1392.62218 Park, Seyoung; He, Xuming; Zhou, Shuheng 3 2017 Errors-in-variables models with dependent measurements. Zbl 1364.62179 Rudelson, Mark; Zhou, Shuheng 3 2017 On hierarchical routing in doubling metrics. Zbl 1445.68108 Chan, T.-H. Hubert; Gupta, Anupam; Maggs, Bruce M.; Zhou, Shuheng 10 2016 Gemini: graph estimation with matrix variate normal instances. Zbl 1301.62054 Zhou, Shuheng 27 2014 Reconstruction from anisotropic random measurements. Zbl 1364.94158 Rudelson, Mark; Zhou, Shuheng 44 2013 On convergence of Kronecker graphical Lasso algorithms. Zbl 1394.62095 Tsiligkaridis, Theodoros; Hero, Alfred O. III; Zhou, Shuheng 15 2013 The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471 van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng 37 2011 High-dimensional covariance estimation based on Gaussian graphical models. Zbl 1280.62065 Zhou, Shuheng; Rütimann, Philipp; Xu, Min; Bühlmann, Peter 20 2011 A statistical framework for differential privacy. Zbl 1364.62011 Wasserman, Larry; Zhou, Shuheng 38 2010 Time varying undirected graphs. Zbl 1475.62174 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 26 2010 Edge disjoint paths in moderately connected graphs. Zbl 1207.68448 Rao, Satish; Zhou, Shuheng 9 2010 Compressed and privacy-sensitive sparse regression. Zbl 1367.62208 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 9 2009 Separating populations with wide data: a spectral analysis. Zbl 1326.62136 Blum, Avrim; Coja-Oghlan, Amin; Frieze, Alan; Zhou, Shuheng 2 2009 A rigorous analysis of population stratification with limited data. Zbl 1302.92065 Chaudhuri, Kamalika; Halperin, Eran; Rao, Satish; Zhou, Shuheng 2 2007 Edge disjoint paths in moderately connected graphs. Zbl 1223.05143 Rao, Satish; Zhou, Shuheng 1 2006 On hierarchical routing in doubling metrics. Zbl 1297.68090 Chan, Hubert T-H.; Gupta, Anupam; Maggs, Bruce M.; Zhou, Shuheng 22 2005 all cited Publications top 5 cited Publications all top 5 Cited by 516 Authors 10 Bühlmann, Peter 6 Van de Geer, Sara Anna 6 Zhou, Shuheng 5 Neiman, Ofer 5 Wainwright, Martin J. 4 Bradic, Jelena 4 Chan, T.-H. Hubert 4 Chuzhoy, Julia 4 Solomon, Shay 3 Baladandayuthapani, Veerabhadran 3 Butucea, Cristina 3 Duchi, John C. 3 Huang, Haiyan 3 Kim, David Hong Kyun 3 Kroll, Martin H. 3 Nimavat, Rachit 3 Park, Seyoung 3 Shen, Xiaotong 3 Slawski, Martin 2 Abam, Mohammad Ali 2 Allen, Genevera I. 2 Avella-Medina, Marco 2 Awan, Jordan 2 Banerjee, Moulinath 2 Bartal, Yair 2 Bellec, Pierre C. 2 Berrett, Thomas B. 2 Beskos, Alexandros 2 Blum, Avrim L. 2 Bowen, Claire Mckay 2 Cai, Tony Tony 2 Claeskens, Gerda 2 Coja-Oghlan, Amin 2 De Iorio, Maria 2 Dezeure, Ruben 2 Dubois, Amandine 2 Eftekhari, Hamid 2 Elkin, Michael 2 Fan, Jianqing 2 Frieze, Alan Michael 2 Gaynanova, Irina 2 Gudmundsson, Joachim 2 Guo, Xiao 2 Gupta, Anupam 2 Györfi, László 2 He, Yong 2 Hein, Matthias 2 Javanmard, Adel 2 Jordan, Michael Irwin 2 Jung, Peter 2 Karwa, Vishesh 2 Kueng, Richard 2 Le, Hung 2 Lee, Eun Ryung 2 Leng, Chenlei 2 Li, Lexin 2 Li, Mingfei 2 Li, Runze 2 Lim, Johan 2 Liu, Yufeng 2 Loh, Po-Ling 2 Mai, Qing 2 Malgouyres, François 2 Negahban, Sahand N. 2 Ni, Yang 2 Ning, Li 2 Park, Seongoh 2 Qu, Annie 2 Ren, Zhao 2 Ritov, Ya’acov 2 Rohde, Angelika 2 Saumard, Adrien 2 Schmid, Stefan 2 Seraji, Mohammad Javad Rezaei 2 Sidiropoulos, Anastasios 2 Singhal, Kritika 2 Slavkovic, Aleksandra B. 2 Slivkins, Aleksandrs 2 Sridhar, Vijay 2 Steinberger, Lukas 2 Stingo, Francesco Claudio 2 Sun, Wei 2 Vadhan, Salil P. 2 van den Boom, Willem 2 Walk, Philipp 2 Wang, Dong 2 Xia, Yin 2 Yuan, Ming 2 Zhang, Hai 2 Zhang, Xin 2 Zhang, Xinsheng 2 Zhang, Yongquan 2 Zhu, Yinchu 2 Zorzi, Mattia 1 Abraham, Ittai 1 Adametz, David 1 Agarwal, Alekh 1 Ağraz, Melih 1 Ahmed, Rafi 1 Alonso, Andrés M. ...and 416 more Authors all top 5 Cited in 78 Serials 28 The Annals of Statistics 21 Electronic Journal of Statistics 15 Journal of the American Statistical Association 11 Bernoulli 10 SIAM Journal on Computing 9 Journal of Machine Learning Research (JMLR) 8 Journal of Computational and Graphical Statistics 7 Biometrics 7 Journal of Econometrics 7 Journal of Multivariate Analysis 7 Statistical Science 6 Algorithmica 6 Statistica Sinica 5 Computational Statistics and Data Analysis 4 Journal of Statistical Planning and Inference 4 Applied and Computational Harmonic Analysis 3 Automatica 3 Discrete & Computational Geometry 3 Machine Learning 3 Journal of Statistical Computation and Simulation 2 Discrete Applied Mathematics 2 Journal of Computer and System Sciences 2 Neural Networks 2 Computational Statistics 2 Communications in Statistics. Simulation and Computation 2 Linear Algebra and its Applications 2 Distributed Computing 2 Mathematical Programming. Series A. Series B 2 Statistical Papers 2 The Annals of Applied Statistics 2 Statistics Surveys 2 Statistics and Computing 2 SIAM Journal on Mathematics of Data Science 1 The American Statistician 1 Communications in Mathematical Physics 1 Information Processing Letters 1 Journal of the Franklin Institute 1 Journal of Statistical Physics 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 Information Sciences 1 International Statistical Review 1 Metron 1 Operations Research 1 Quarterly of Applied Mathematics 1 SIAM Journal on Control and Optimization 1 Statistics & Probability Letters 1 Probability Theory and Related Fields 1 SIAM Journal on Discrete Mathematics 1 Random Structures & Algorithms 1 Neural Computation 1 International Journal of Computational Geometry & Applications 1 MSCS. Mathematical Structures in Computer Science 1 SIAM Journal on Optimization 1 Test 1 International Journal of Computer Vision 1 Journal of Nonparametric Statistics 1 Theory of Computing Systems 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Journal of Combinatorial Optimization 1 Journal of the ACM 1 Journal of Applied Statistics 1 Journal of the European Mathematical Society (JEMS) 1 Econometric Theory 1 Analysis and Applications (Singapore) 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 Science China. Mathematics 1 Sankhyā. Series A 1 Theory of Computing 1 Journal of Theoretical Biology 1 Bayesian Analysis 1 Communications in Mathematics and Statistics 1 Mathematical Statistics and Learning 1 Japanese Journal of Statistics and Data Science 1 Statistical Theory and Related Fields all top 5 Cited in 20 Fields 181 Statistics (62-XX) 76 Computer science (68-XX) 22 Combinatorics (05-XX) 19 Operations research, mathematical programming (90-XX) 15 Information and communication theory, circuits (94-XX) 14 Numerical analysis (65-XX) 11 Probability theory and stochastic processes (60-XX) 9 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Biology and other natural sciences (92-XX) 4 Systems theory; control (93-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 2 Measure and integration (28-XX) 2 Operator theory (47-XX) 2 General topology (54-XX) 1 Group theory and generalizations (20-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) Citations by Year