Edit Profile (opens in new tab) Zhu, Ji Compute Distance To: Compute Author ID: zhu.ji Published as: Zhu, Ji; Zhu, J. Homepage: https://dept.stat.lsa.umich.edu/~jizhu/ External Links: MGP Documents Indexed: 67 Publications since 2002 2 Contributions as Editor · 2 Further Contributions Co-Authors: 72 Co-Authors with 64 Joint Publications 3,348 Co-Co-Authors all top 5 Co-Authors 0 single-authored 21 Levina, Elizaveta 10 Rosset, Saharon 9 Hastie, Trevor John 6 Rothman, Adam J. 6 Wang, Sijian 6 Zou, Hui 5 Nan, Bin 4 Bickel, Peter John 4 Li, Tianxi 4 Li, Yi 3 Guo, Jian 3 James, Gareth M. 3 Leng, Chenlei 3 Li, Weide 3 Liu, Yufeng 3 Michailidis, George C. 3 Tibshirani, Robert John 3 Wang, Li 3 Wang, Naisyin 3 Wang, Pei 3 Zhang, Yuan 3 Zhou, Nengfeng 2 Bühlmann, Peter 2 Cheng, Jie 2 Kent, John T. 2 Li, Yanming 2 Peng, Jie 2 Richardson, Sylvia 2 Samworth, Richard J. 2 Zhang, Cun-Hui 2 Zhang, Hao Helen 2 Zhao, Yunpeng 2 Zhou, Harrison H. 2 Zhu, Lingfeng 2 Zhu, Lixing 1 Adragni, Kofi Placid 1 Ahmed, Ismaïl 1 Anagnostopoulos, Christoforos 1 Banerjee, Moulinath 1 Baxter, Paul D. 1 Beer, David G. 1 Bergamaschi, Anna 1 Bottolo, Leonardo 1 Brown, Phil 1 Cai, Tianxi 1 Cai, Tony Tony 1 Chen, Aiyou 1 Chen, Lifan 1 Cheng, Weihu 1 Choi, Nam Hee 1 Cook, Ralph Dennis 1 Draper, David 1 Fan, Jianqing 1 Fang, Zhou 1 Fei, Zhe 1 Friedman, Jerome Harold 1 Gandy, Axel 1 Gather, Ursula 1 Greenshtein, Eitan 1 Griffin, Jim E. 1 Guddat, Charlotte 1 Gunter, Lacey 1 Hall, Peter Gavin 1 Han, Wonshik 1 He, Kevin X. 1 Hennig, Christian 1 Holmes, Christopher C. 1 Hong, Hyokyoung Grace 1 Hothorn, Torsten 1 Johnstone, Iain Murray 1 Kang, Jian 1 Kirk, Paul D. W. 1 Knight, Keith 1 Koeppe, Robert 1 Lewin, Alexandra M. 1 Li, Runze 1 Li, William Wei-Liang 1 Li, Yongzhuang 1 Li, Youjuan 1 Li, Yun 1 Lin, Huazhen 1 Lin, Xihong 1 Longford, Nicholas Tibor 1 Lu, Xiaoling 1 Luo, Weiqi 1 Lv, Jinchi 1 Ma, Jiaqi 1 MacDonald, Peter W. 1 Marron, James Stephen 1 Mei, Qiaozhu 1 Meinshausen, Nicolai 1 Morris, Jeffrey S. 1 Mukherjee, Ashin 1 Noh, Dong-Young 1 Nott, David John 1 Nugent, Rebecca 1 Pollack, Jonathan R. 1 Qian, Cheng 1 Radchenko, Peter 1 Rinaldo, Alessandro ...and 42 more Co-Authors all top 5 Serials 11 Biometrika 8 The Annals of Applied Statistics 6 The Annals of Statistics 6 Biometrics 5 Statistics and Its Interface 4 Journal of the American Statistical Association 4 Journal of Machine Learning Research (JMLR) 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 Electronic Journal of Statistics 2 Journal of Biomathematics 2 Annals of Operations Research 2 Statistica Sinica 1 Journal of Statistical Planning and Inference 1 Statistical Science 1 Neural Computation 1 Computational Statistics and Data Analysis 1 Journal of Nonparametric Statistics 1 Australian & New Zealand Journal of Statistics 1 Biostatistics 1 Statistical Analysis and Data Mining 1 Science China. Mathematics 1 Journal of Beihua University. Natural Science 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 61 Statistics (62-XX) 14 Numerical analysis (65-XX) 12 Computer science (68-XX) 11 Biology and other natural sciences (92-XX) 4 Combinatorics (05-XX) 3 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 2 Ordinary differential equations (34-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Probability theory and stochastic processes (60-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 59 Publications have been cited 1,893 times in 1,495 Documents Cited by ▼ Year ▼ Sparsity and smoothness via the fused lasso. Zbl 1060.62049Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith 407 2005 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 344 2008 Sparse permutation invariant covariance estimation. Zbl 1320.62135Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji 190 2008 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 120 2010 Generalized thresholding of large covariance matrices. Zbl 1388.62170Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji 119 2009 Partial correlation estimation by joint sparse regression models. Zbl 1388.62046Peng, Jie; Wang, Pei; Zhou, Nengfeng; Zhu, Ji 95 2009 Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji 82 2012 Piecewise linear regularized solution paths. Zbl 1194.62094Rosset, Saharon; Zhu, Ji 78 2007 The entire regularization path for the support vector machine. Zbl 1222.68213Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji 73 2004 Joint estimation of multiple graphical models. Zbl 1214.62058Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji 69 2011 Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei 61 2010 Functional linear regression that’s interpretable. Zbl 1171.62041James, Gareth M.; Wang, Jing; Zhu, Ji 56 2009 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405Li, Youjuan; Liu, Yufeng; Zhu, Ji 56 2007 Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338Levina, Elizaveta; Rothman, Adam; Zhu, Ji 46 2008 Classification of gene microarrays by penalized logistic regression. Zbl 1154.62406Zhu, Ji; Hastie, Trevor 44 2004 A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji 38 2010 Variable selection for model-based high-dimensional clustering and its application to microarray data. Zbl 1137.62041Wang, Sijian; Zhu, Ji 38 2008 Variable selection with the strong heredity constraint and its oracle property. Zbl 1320.62171Choi, Nam Hee; Li, William; Zhu, Ji 36 2010 Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290Rosset, Saharon; Zhu, Ji; Hastie, Trevor 29 2004 Asymptotics in directed exponential random graph models with an increasing bi-degree sequence. Zbl 1331.62110Yan, Ting; Leng, Chenlei; Zhu, Ji 27 2016 The doubly regularized support vector machine. Zbl 1126.68070Wang, Li; Zhu, Ji; Zou, Hui 26 2006 Group variable selection via a hierarchical lasso and its oracle property. Zbl 1245.62183Zhou, Nengfeng; Zhu, Ji 25 2010 Random lasso. Zbl 1220.62091Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji 24 2011 Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji 23 2008 Hierarchically penalized Cox regression with grouped variables. Zbl 1163.62089Wang, S.; Nan, B.; Zhu, N.; Zhu, J. 22 2009 Multi-class AdaBoost. Zbl 1245.62080Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor 22 2009 Doubly penalized Buckley-James method for survival data with high-dimensional covariates. Zbl 1139.62063Wang, Sijian; Nan, Bin; Zhu, Ji; Beer, David G. 20 2008 Multivariate sparse group Lasso for the multivariate multiple linear regression with an arbitrary group structure. Zbl 1390.62285Li, Yanming; Nan, Bin; Zhu, Ji 19 2015 Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji 18 2010 Community detection in networks with node features. Zbl 1359.62271Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 14 2016 On the degrees of freedom of reduced-rank estimators in multivariate regression. Zbl 1452.62505Mukherjee, A.; Chen, K.; Wang, N.; Zhu, J. 13 2015 Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 12 2017 Network cross-validation by edge sampling. Zbl 1441.62049Li, Tianxi; Levina, Elizaveta; Zhu, Ji 11 2020 \(\ell _{1}\) regularization in infinite dimensional feature spaces. Zbl 1203.68167Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji 10 2007 New multicategory boosting algorithms based on multicategory Fisher-consistent losses. Zbl 1158.62044Zou, Hui; Zhu, Ji; Hastie, Trevor 10 2008 Efficient computation and model selection for the support vector regression. Zbl 1119.68150Gunter, Lacey; Zhu, Ji 9 2007 Regularized 3D functional regression for brain image data via Haar wavelets. Zbl 1454.62415Wang, Xuejing; Nan, Bin; Zhu, Ji; Koeppe, Robert 8 2014 Covariance-enhanced discriminant analysis. Zbl 1345.62091Xu, Peirong; Zhu, Ji; Zhu, Lixing; Li, Yi 8 2015 Discussion on boosting papers. Zbl 1105.62314Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji 7 2004 A sparse Ising model with covariates. Zbl 1393.62057Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji 7 2014 Prediction models for network-linked data. Zbl 1417.62354Li, Tianxi; Levina, Elizaveta; Zhu, Ji 6 2019 Financial market forecasting using a two-step kernel learning method for the support vector regression. Zbl 1185.91154Wang, Li; Zhu, Ji 6 2010 Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji 5 2015 Detecting overlapping communities in networks using spectral methods. Zbl 1484.62073Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 4 2020 Image denoising via solution paths. Zbl 1185.94022Wang, Li; Zhu, Ji 3 2010 Reduced rank ridge regression and its kernel extensions. Zbl 07260307Mukherjee, Ashin; Zhu, Ji 3 2011 Comment on: “Support vector machines with applications”. Zbl 1246.68180Hastie, Trevor; Zhu, Ji 2 2006 Corrected proof of the result of ‘A prediction error property of the lasso estimator and its generalization’ by Huang (2003). Zbl 1074.62038Rosset, Saharon; Zhu, Ji 2 2004 Support vector machines, kernel logistic regression and boosting. Zbl 1047.68983Zhu, Ji; Hastie, Trevor 2 2002 Frequentist model averaging estimation for the censored partial linear quantile regression model. Zbl 1376.62024Sun, Zhimeng; Sun, Liuquan; Lu, Xiaoling; Zhu, Ji; Li, Yongzhuang 2 2017 Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data. Zbl 06944680Li, Yun; Wang, Sijian; Song, Peter X.-K.; Wang, Naisyin; Zhou, Ling; Zhu, Ji 2 2018 Sparse regulatory networks. Zbl 1194.62116James, Gareth M.; Sabatti, Chiara; Zhou, Nengfeng; Zhu, Ji 1 2010 IMS China editorial. Zbl 1245.00038 1 2010 Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor 1 2007 High-dimensional Gaussian graphical models on network-linked data. Zbl 1498.68249Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji 1 2020 Drawing inferences for high-dimensional linear models: a selection-assisted partial regression and smoothing approach. Zbl 1436.62549Fei, Zhe; Zhu, Ji; Banerjee, Moulinath; Li, Yi 1 2019 Covariance-insured screening. Zbl 07027214He, Kevin; Kang, Jian; Hong, Hyokyoung G.; Zhu, Ji; Li, Yanming; Lin, Huazhen; Xu, Han; Li, Yi 1 2019 Correction to the proof of consistency of community detection. Zbl 1310.62109Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji 1 2015 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1266.62035Bickel, Peter J.; Levina, Elizaveta; Rothman, Adam J.; Zhu, Ji 1 2012 Network cross-validation by edge sampling. Zbl 1441.62049Li, Tianxi; Levina, Elizaveta; Zhu, Ji 11 2020 Detecting overlapping communities in networks using spectral methods. Zbl 1484.62073Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 4 2020 High-dimensional Gaussian graphical models on network-linked data. Zbl 1498.68249Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji 1 2020 Prediction models for network-linked data. Zbl 1417.62354Li, Tianxi; Levina, Elizaveta; Zhu, Ji 6 2019 Drawing inferences for high-dimensional linear models: a selection-assisted partial regression and smoothing approach. Zbl 1436.62549Fei, Zhe; Zhu, Ji; Banerjee, Moulinath; Li, Yi 1 2019 Covariance-insured screening. Zbl 07027214He, Kevin; Kang, Jian; Hong, Hyokyoung G.; Zhu, Ji; Li, Yanming; Lin, Huazhen; Xu, Han; Li, Yi 1 2019 Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data. Zbl 06944680Li, Yun; Wang, Sijian; Song, Peter X.-K.; Wang, Naisyin; Zhou, Ling; Zhu, Ji 2 2018 Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 12 2017 Frequentist model averaging estimation for the censored partial linear quantile regression model. Zbl 1376.62024Sun, Zhimeng; Sun, Liuquan; Lu, Xiaoling; Zhu, Ji; Li, Yongzhuang 2 2017 Asymptotics in directed exponential random graph models with an increasing bi-degree sequence. Zbl 1331.62110Yan, Ting; Leng, Chenlei; Zhu, Ji 27 2016 Community detection in networks with node features. Zbl 1359.62271Zhang, Yuan; Levina, Elizaveta; Zhu, Ji 14 2016 Multivariate sparse group Lasso for the multivariate multiple linear regression with an arbitrary group structure. Zbl 1390.62285Li, Yanming; Nan, Bin; Zhu, Ji 19 2015 On the degrees of freedom of reduced-rank estimators in multivariate regression. Zbl 1452.62505Mukherjee, A.; Chen, K.; Wang, N.; Zhu, J. 13 2015 Covariance-enhanced discriminant analysis. Zbl 1345.62091Xu, Peirong; Zhu, Ji; Zhu, Lixing; Li, Yi 8 2015 Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji 5 2015 Correction to the proof of consistency of community detection. Zbl 1310.62109Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji 1 2015 Regularized 3D functional regression for brain image data via Haar wavelets. Zbl 1454.62415Wang, Xuejing; Nan, Bin; Zhu, Ji; Koeppe, Robert 8 2014 A sparse Ising model with covariates. Zbl 1393.62057Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji 7 2014 Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji 82 2012 Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1266.62035Bickel, Peter J.; Levina, Elizaveta; Rothman, Adam J.; Zhu, Ji 1 2012 Joint estimation of multiple graphical models. Zbl 1214.62058Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji 69 2011 Random lasso. Zbl 1220.62091Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji 24 2011 Reduced rank ridge regression and its kernel extensions. Zbl 07260307Mukherjee, Ashin; Zhu, Ji 3 2011 Stability selection. With discussion and authors’ reply. Zbl 1411.62142Meinshausen, Nicolai; Bühlmann, Peter 120 2010 Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei 61 2010 A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji 38 2010 Variable selection with the strong heredity constraint and its oracle property. Zbl 1320.62171Choi, Nam Hee; Li, William; Zhu, Ji 36 2010 Group variable selection via a hierarchical lasso and its oracle property. Zbl 1245.62183Zhou, Nengfeng; Zhu, Ji 25 2010 Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji 18 2010 Financial market forecasting using a two-step kernel learning method for the support vector regression. Zbl 1185.91154Wang, Li; Zhu, Ji 6 2010 Image denoising via solution paths. Zbl 1185.94022Wang, Li; Zhu, Ji 3 2010 Sparse regulatory networks. Zbl 1194.62116James, Gareth M.; Sabatti, Chiara; Zhou, Nengfeng; Zhu, Ji 1 2010 IMS China editorial. Zbl 1245.00038 1 2010 Generalized thresholding of large covariance matrices. Zbl 1388.62170Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji 119 2009 Partial correlation estimation by joint sparse regression models. Zbl 1388.62046Peng, Jie; Wang, Pei; Zhou, Nengfeng; Zhu, Ji 95 2009 Functional linear regression that’s interpretable. Zbl 1171.62041James, Gareth M.; Wang, Jing; Zhu, Ji 56 2009 Hierarchically penalized Cox regression with grouped variables. Zbl 1163.62089Wang, S.; Nan, B.; Zhu, N.; Zhu, J. 22 2009 Multi-class AdaBoost. Zbl 1245.62080Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor 22 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 344 2008 Sparse permutation invariant covariance estimation. Zbl 1320.62135Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji 190 2008 Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338Levina, Elizaveta; Rothman, Adam; Zhu, Ji 46 2008 Variable selection for model-based high-dimensional clustering and its application to microarray data. Zbl 1137.62041Wang, Sijian; Zhu, Ji 38 2008 Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji 23 2008 Doubly penalized Buckley-James method for survival data with high-dimensional covariates. Zbl 1139.62063Wang, Sijian; Nan, Bin; Zhu, Ji; Beer, David G. 20 2008 New multicategory boosting algorithms based on multicategory Fisher-consistent losses. Zbl 1158.62044Zou, Hui; Zhu, Ji; Hastie, Trevor 10 2008 Piecewise linear regularized solution paths. Zbl 1194.62094Rosset, Saharon; Zhu, Ji 78 2007 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405Li, Youjuan; Liu, Yufeng; Zhu, Ji 56 2007 \(\ell _{1}\) regularization in infinite dimensional feature spaces. Zbl 1203.68167Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji 10 2007 Efficient computation and model selection for the support vector regression. Zbl 1119.68150Gunter, Lacey; Zhu, Ji 9 2007 Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor 1 2007 The doubly regularized support vector machine. Zbl 1126.68070Wang, Li; Zhu, Ji; Zou, Hui 26 2006 Comment on: “Support vector machines with applications”. Zbl 1246.68180Hastie, Trevor; Zhu, Ji 2 2006 Sparsity and smoothness via the fused lasso. Zbl 1060.62049Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith 407 2005 The entire regularization path for the support vector machine. Zbl 1222.68213Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji 73 2004 Classification of gene microarrays by penalized logistic regression. Zbl 1154.62406Zhu, Ji; Hastie, Trevor 44 2004 Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290Rosset, Saharon; Zhu, Ji; Hastie, Trevor 29 2004 Discussion on boosting papers. Zbl 1105.62314Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji 7 2004 Corrected proof of the result of ‘A prediction error property of the lasso estimator and its generalization’ by Huang (2003). Zbl 1074.62038Rosset, Saharon; Zhu, Ji 2 2004 Support vector machines, kernel logistic regression and boosting. Zbl 1047.68983Zhu, Ji; Hastie, Trevor 2 2002 all cited Publications top 5 cited Publications all top 5 Cited by 2,762 Authors 23 Zhu, Ji 18 Lian, Heng 17 Fan, Jianqing 17 Levina, Elizaveta 14 Wu, Yichao 13 Liu, Yufeng 13 Shen, Xiaotong 13 Tibshirani, Robert John 13 Zou, Hui 12 Liu, Han 12 Luo, Jing 11 Choi, Hosik 11 Pan, Wei 11 Tibshirani, Ryan J. 11 Tutz, Gerhard E. 10 Ma, Shuangge 9 Hastie, Trevor John 9 Leng, Chenlei 9 Rothman, Adam J. 9 Wang, Junhui 9 Zhang, Hai 8 Bühlmann, Peter 8 Cai, Tony Tony 8 Chen, Zehua 8 Ghosal, Subhashis 8 Kim, Yongdai 8 Lei, Jing 8 Li, Hongzhe 8 Qin, Hong 8 Shojaie, Ali 8 Wainwright, Martin J. 8 Witten, Daniela M. 8 Xue, Lingzhou 8 Yan, Ting 8 Yuan, Ming 8 Zhou, Harrison H. 7 Bang, Sungwan 7 Bickel, Peter John 7 Bondell, Howard D. 7 Fadili, Jalal M. 7 Feng, Yang 7 Fryzlewicz, Piotr 7 Ghosh, Malay 7 Kwon, Sunghoon 7 Lim, Johan 7 Sugiyama, Masashi 7 Sun, Defeng 7 Wang, Sijian 6 Alhamzawi, Rahim 6 Allen, Genevera I. 6 Chen, Kun 6 Huang, Jian 6 Kong, Lingchen 6 Koo, Ja-Yong 6 Le Thi, Hoai An 6 Park, Changyi 6 Pourahmadi, Mohsen 6 Qu, Annie 6 Reich, Brian James 6 Toh, Kim Chuan 6 Van de Geer, Sara Anna 6 Wang, Pei 6 Wasserman, Larry Alan 6 Yuan, Xiaoming 6 Zhang, Qingzhao 6 Zhao, Yunpeng 6 Zhu, Yunzhang 5 Ahmed, Syed Ejaz 5 Amini, Arash Ali 5 Banerjee, Sayantan 5 Carrizosa, Emilio 5 Chang, Xiangyu 5 Chi, Eric C. 5 Fang, Kuangnan 5 Guo, Xiao 5 Huang, Jianhua Z. 5 James, Gareth M. 5 Jhun, Myoungshic Jhun 5 Jiang, Binyan 5 Kawano, Shuichi 5 Khare, Kshitij 5 Lee, Kyoungjae 5 Li, Lexin 5 Liao, Yuan 5 Lin, Lu 5 Lu, Xuewen 5 Luo, Shan 5 Michailidis, George C. 5 Ren, Zhao 5 Shin, Seungjun 5 Sun, Wei 5 Sun, Will Wei 5 Takeuchi, Ichiro 5 Taylor, Jonathan E. 5 Tsybakov, Alexandre B. 5 van Wieringen, Wessel N. 5 Wang, Weichen 5 Zhang, Chunxia 5 Zhang, Cun-Hui 5 Zhang, Hao Helen ...and 2,662 more Authors all top 5 Cited in 198 Serials 108 The Annals of Statistics 108 Computational Statistics and Data Analysis 86 Electronic Journal of Statistics 83 Journal of Multivariate Analysis 59 Journal of the American Statistical Association 57 The Annals of Applied Statistics 45 Journal of Machine Learning Research (JMLR) 42 Journal of Computational and Graphical Statistics 37 Biometrics 37 Statistics and Computing 33 Journal of Statistical Computation and Simulation 31 Journal of Statistical Planning and Inference 31 Communications in Statistics. Theory and Methods 27 Computational Statistics 27 Journal of Applied Statistics 24 Journal of Econometrics 24 Machine Learning 22 Statistical Science 21 Communications in Statistics. Simulation and Computation 20 Statistics & Probability Letters 20 Journal of the Korean Statistical Society 18 Statistical Analysis and Data Mining 17 Statistica Sinica 16 Annals of the Institute of Statistical Mathematics 15 Advances in Data Analysis and Classification. ADAC 13 Sankhyā. Series A 13 Bayesian Analysis 12 Annals of Operations Research 11 Pattern Recognition 11 SIAM Journal on Optimization 11 Statistical Papers 11 Journal of the Royal Statistical Society. Series B. Statistical Methodology 10 Test 10 Bernoulli 10 Journal of Nonparametric Statistics 9 Information Sciences 9 Neural Computation 9 Applied and Computational Harmonic Analysis 8 Neural Networks 7 European Journal of Operational Research 7 Statistical Modelling 7 Computational & Mathematical Methods in Medicine 7 Statistics Surveys 7 Science China. Mathematics 7 SIAM Journal on Mathematics of Data Science 6 Biometrical Journal 6 Journal of Optimization Theory and Applications 6 Mathematical Programming. Series A. Series B 6 Computational Optimization and Applications 6 Optimization Methods & Software 6 Statistical Applications in Genetics and Molecular Biology 6 Japanese Journal of Statistics and Data Science 5 Artificial Intelligence 5 The Canadian Journal of Statistics 5 Psychometrika 5 Scandinavian Journal of Statistics 5 Optimization Letters 5 Journal of Statistical Theory and Practice 4 Inverse Problems 4 Metrika 4 Automatica 4 Linear Algebra and its Applications 4 Acta Mathematica Sinica. English Series 4 Statistical Methods and Applications 4 Statistical Methodology 3 Applied Mathematics and Computation 3 Acta Mathematicae Applicatae Sinica. English Series 3 Probability Theory and Related Fields 3 Computers & Operations Research 3 Journal of Scientific Computing 3 Journal of Computational Neuroscience 3 Lifetime Data Analysis 3 AStA. Advances in Statistical Analysis 3 Journal of Agricultural, Biological, and Environmental Statistics 3 Journal of Probability and Statistics 3 Journal of the Operations Research Society of China 2 Computer Methods in Applied Mechanics and Engineering 2 Mathematics of Computation 2 Journal of Time Series Analysis 2 Journal of Classification 2 Statistics 2 International Journal of Approximate Reasoning 2 Numerical Algorithms 2 Applied Mathematical Modelling 2 Journal of Mathematical Imaging and Vision 2 SIAM Journal on Scientific Computing 2 Mathematical Methods of Statistics 2 International Journal of Computer Vision 2 INFORMS Journal on Computing 2 Mathematical Problems in Engineering 2 Soft Computing 2 Journal of Inequalities and Applications 2 Australian & New Zealand Journal of Statistics 2 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 2 Methodology and Computing in Applied Probability 2 Econometric Theory 2 Brazilian Journal of Probability and Statistics 2 Quantitative Finance 2 Journal of Systems Science and Complexity 2 Computational Management Science ...and 98 more Serials all top 5 Cited in 31 Fields 1,309 Statistics (62-XX) 209 Computer science (68-XX) 203 Numerical analysis (65-XX) 167 Operations research, mathematical programming (90-XX) 83 Biology and other natural sciences (92-XX) 78 Combinatorics (05-XX) 75 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 41 Probability theory and stochastic processes (60-XX) 24 Information and communication theory, circuits (94-XX) 19 Calculus of variations and optimal control; optimization (49-XX) 14 Linear and multilinear algebra; matrix theory (15-XX) 13 Operator theory (47-XX) 11 Functional analysis (46-XX) 9 Systems theory; control (93-XX) 6 Geophysics (86-XX) 4 Approximations and expansions (41-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 General and overarching topics; collections (00-XX) 3 Ordinary differential equations (34-XX) 2 Measure and integration (28-XX) 2 Manifolds and cell complexes (57-XX) 2 Mechanics of deformable solids (74-XX) 1 Commutative algebra (13-XX) 1 Algebraic geometry (14-XX) 1 Functions of a complex variable (30-XX) 1 Partial differential equations (35-XX) 1 Sequences, series, summability (40-XX) 1 Integral transforms, operational calculus (44-XX) 1 Integral equations (45-XX) 1 General topology (54-XX) Citations by Year