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Author ID: zhu.ji Recent zbMATH articles by "Zhu, Ji"
Published as: Zhu, Ji; Zhu, J.
Homepage: https://dept.stat.lsa.umich.edu/~jizhu/
External Links: MGP
all top 5

Co-Authors

0 single-authored
22 Levina, Elizaveta
10 Rosset, Saharon
9 Hastie, Trevor John
6 Nan, Bin
6 Rothman, Adam J.
6 Wang, Sijian
6 Zou, Hui
5 Li, Tianxi
5 Li, Yi
4 Bickel, Peter John
3 Guo, Jian
3 He, Kevin X.
3 James, Gareth M.
3 Kang, Jian
3 Leng, Chenlei
3 Li, Weide
3 Li, Yanming
3 Liu, Yufeng
3 Michailidis, George C.
3 Tibshirani, Robert John
3 Wang, Li
3 Wang, Naisyin
3 Wang, Pei
3 Yan, Ting
3 Zhang, Yuan
3 Zhou, Nengfeng
2 Bühlmann, Peter
2 Chen, Kun
2 Cheng, Jie
2 Kent, John T.
2 Peng, Jie
2 Richardson, Sylvia
2 Samworth, Richard J.
2 Tang, Weijing
2 Xu, Gongjun
2 Zhang, Cun-Hui
2 Zhang, Hao Helen
2 Zhang, Jingfei
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, Tianwen
1 Cai, Tianxi
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 Guo, Jianhua
1 Hall, Peter Gavin
1 Han, Wonshik
1 Hennig, Christian
1 Holmes, Christopher C.
1 Hong, Hyokyoung Grace
1 Hothorn, Torsten
1 Hu, Jianwei
1 Huggins, Jane E.
1 Johnstone, Iain Murray
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, Yuanzhang
1 Li, Yun
1 Lin, Huazhen
1 Lin, Xihong
1 Liu, Binghui
1 Longford, Nicholas Tibor
1 Lu, Xiaoling
1 Luo, Weiqi
1 Lv, Jinchi
1 Ma, Jiaqi
1 Ma, Tianwen
1 MacDonald, Peter W.
1 Marron, James Stephen
...and 57 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

66 Publications have been cited 2,371 times in 1,870 Documents Cited by Year
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
602
2008
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
499
2005
Sparse permutation invariant covariance estimation. Zbl 1320.62135
Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji
226
2008
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
209
2010
Generalized thresholding of large covariance matrices. Zbl 1388.62170
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
150
2009
Partial correlation estimation by joint sparse regression models. Zbl 1388.62046
Peng, Jie; Wang, Pei; Zhou, Nengfeng; Zhu, Ji
120
2009
Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095
Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
108
2012
Joint estimation of multiple graphical models. Zbl 1214.62058
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
98
2011
Piecewise linear regularized solution paths. Zbl 1194.62094
Rosset, Saharon; Zhu, Ji
84
2007
The entire regularization path for the support vector machine. Zbl 1222.68213
Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
82
2004
Functional linear regression that’s interpretable. Zbl 1171.62041
James, Gareth M.; Wang, Jing; Zhu, Ji
74
2009
Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174
Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei
70
2010
Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405
Li, Youjuan; Liu, Yufeng; Zhu, Ji
61
2007
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
54
2008
A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
53
2010
Classification of gene microarrays by penalized logistic regression. Zbl 1154.62406
Zhu, Ji; Hastie, Trevor
49
2004
Variable selection with the strong heredity constraint and its oracle property. Zbl 1320.62171
Choi, Nam Hee; Li, William; Zhu, Ji
45
2010
Variable selection for model-based high-dimensional clustering and its application to microarray data. Zbl 1137.62041
Wang, Sijian; Zhu, Ji
41
2008
The doubly regularized support vector machine. Zbl 1126.68070
Wang, Li; Zhu, Ji; Zou, Hui
37
2006
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence. Zbl 1331.62110
Yan, Ting; Leng, Chenlei; Zhu, Ji
35
2016
Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290
Rosset, Saharon; Zhu, Ji; Hastie, Trevor
32
2004
Multivariate sparse group Lasso for the multivariate multiple linear regression with an arbitrary group structure. Zbl 1390.62285
Li, Yanming; Nan, Bin; Zhu, Ji
31
2015
Group variable selection via a hierarchical lasso and its oracle property. Zbl 1245.62183
Zhou, Nengfeng; Zhu, Ji
30
2010
Network cross-validation by edge sampling. Zbl 1441.62049
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
30
2020
Multi-class AdaBoost. Zbl 1245.62080
Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor
28
2009
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
28
2011
Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
25
2010
Hierarchically penalized Cox regression with grouped variables. Zbl 1163.62089
Wang, S.; Nan, B.; Zhu, N.; Zhu, J.
25
2009
Community detection in networks with node features. Zbl 1359.62271
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
25
2016
Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056
Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji
24
2008
Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
22
2017
Doubly penalized Buckley-James method for survival data with high-dimensional covariates. Zbl 1139.62063
Wang, Sijian; Nan, Bin; Zhu, Ji; Beer, David G.
22
2008
On the degrees of freedom of reduced-rank estimators in multivariate regression. Zbl 1452.62505
Mukherjee, A.; Chen, K.; Wang, N.; Zhu, J.
16
2015
Regularized 3D functional regression for brain image data via Haar wavelets. Zbl 1454.62415
Wang, Xuejing; Nan, Bin; Zhu, Ji; Koeppe, Robert
12
2014
A sparse Ising model with covariates. Zbl 1393.62057
Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji
12
2014
Detecting overlapping communities in networks using spectral methods. Zbl 1484.62073
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
12
2020
New multicategory boosting algorithms based on multicategory Fisher-consistent losses. Zbl 1158.62044
Zou, Hui; Zhu, Ji; Hastie, Trevor
11
2008
Reduced rank ridge regression and its kernel extensions. Zbl 07260307
Mukherjee, Ashin; Zhu, Ji
11
2011
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
11
2019
\(\ell _{1}\) regularization in infinite dimensional feature spaces. Zbl 1203.68167
Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji
11
2007
Efficient computation and model selection for the support vector regression. Zbl 1119.68150
Gunter, Lacey; Zhu, Ji
9
2007
Covariance-enhanced discriminant analysis. Zbl 1345.62091
Xu, Peirong; Zhu, Ji; Zhu, Lixing; Li, Yi
8
2015
Financial market forecasting using a two-step kernel learning method for the support vector regression. Zbl 1185.91154
Wang, Li; Zhu, Ji
7
2010
Discussion on boosting papers. Zbl 1105.62314
Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
7
2004
Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195
Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji
6
2015
Covariance-insured screening. Zbl 1507.62073
He, Kevin; Kang, Jian; Hong, Hyokyoung G.; Zhu, Ji; Li, Yanming; Lin, Huazhen; Xu, Han; Li, Yi
4
2019
Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data. Zbl 06944680
Li, Yun; Wang, Sijian; Song, Peter X.-K.; Wang, Naisyin; Zhou, Ling; Zhu, Ji
4
2018
Frequentist model averaging estimation for the censored partial linear quantile regression model. Zbl 1376.62024
Sun, Zhimeng; Sun, Liuquan; Lu, Xiaoling; Zhu, Ji; Li, Yongzhuang
4
2017
Image denoising via solution paths. Zbl 1185.94022
Wang, Li; Zhu, Ji
3
2010
Comment on: “Support vector machines with applications”. Zbl 1246.68180
Hastie, Trevor; Zhu, Ji
3
2006
Using maximum entry-wise deviation to test the goodness of fit for stochastic block models. Zbl 1510.62247
Hu, Jianwei; Zhang, Jingfei; Qin, Hong; Yan, Ting; Zhu, Ji
3
2021
Stratified Cox models with time-varying effects for national kidney transplant patients: a new blockwise steepest ascent method. Zbl 1520.62225
He, Kevin; Zhu, Ji; Kang, Jian; Li, Yi
2
2022
Corrected proof of the result of ‘A prediction error property of the lasso estimator and its generalization’ by Huang (2003). Zbl 1074.62038
Rosset, Saharon; Zhu, Ji
2
2004
Support vector machines, kernel logistic regression and boosting. Zbl 1047.68983
Zhu, Ji; Hastie, Trevor
2
2002
Drawing inferences for high-dimensional linear models: a selection-assisted partial regression and smoothing approach. Zbl 1436.62549
Fei, Zhe; Zhu, Ji; Banerjee, Moulinath; Li, Yi
2
2019
Latent space models for multiplex networks with shared structure. Zbl 07582646
MacDonald, P. W.; Levina, E.; Zhu, J.
2
2022
Joint latent space models for network data with high-dimensional node variables. Zbl 07582647
Zhang, Xuefei; Xu, Gongjun; Zhu, Ji
2
2022
Survival analysis via ordinary differential equations. Zbl 07784917
Tang, Weijing; He, Kevin; Xu, Gongjun; Zhu, Ji
1
2023
Fast network community detection with profile-pseudo likelihood methods. Zbl 07707246
Wang, Jiangzhou; Zhang, Jingfei; Liu, Binghui; Zhu, Ji; Guo, Jianhua
1
2023
SODEN: a scalable continuous-time survival model through ordinary differential equation networks. Zbl 07625187
Tang, Weijing; Ma, Jiaqi; Mei, Qiaozhu; Zhu, Ji
1
2022
IMS China editorial. Zbl 1245.00038
1
2010
Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1266.62035
Bickel, Peter J.; Levina, Elizaveta; Rothman, Adam J.; Zhu, Ji
1
2012
Correction to the proof of consistency of community detection. Zbl 1310.62109
Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
1
2015
Sparse regulatory networks. Zbl 1194.62116
James, Gareth M.; Sabatti, Chiara; Zhou, Nengfeng; Zhu, Ji
1
2010
High-dimensional Gaussian graphical models on network-linked data. Zbl 1498.68249
Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji
1
2020
Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043
Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor
1
2007
Survival analysis via ordinary differential equations. Zbl 07784917
Tang, Weijing; He, Kevin; Xu, Gongjun; Zhu, Ji
1
2023
Fast network community detection with profile-pseudo likelihood methods. Zbl 07707246
Wang, Jiangzhou; Zhang, Jingfei; Liu, Binghui; Zhu, Ji; Guo, Jianhua
1
2023
Stratified Cox models with time-varying effects for national kidney transplant patients: a new blockwise steepest ascent method. Zbl 1520.62225
He, Kevin; Zhu, Ji; Kang, Jian; Li, Yi
2
2022
Latent space models for multiplex networks with shared structure. Zbl 07582646
MacDonald, P. W.; Levina, E.; Zhu, J.
2
2022
Joint latent space models for network data with high-dimensional node variables. Zbl 07582647
Zhang, Xuefei; Xu, Gongjun; Zhu, Ji
2
2022
SODEN: a scalable continuous-time survival model through ordinary differential equation networks. Zbl 07625187
Tang, Weijing; Ma, Jiaqi; Mei, Qiaozhu; Zhu, Ji
1
2022
Using maximum entry-wise deviation to test the goodness of fit for stochastic block models. Zbl 1510.62247
Hu, Jianwei; Zhang, Jingfei; Qin, Hong; Yan, Ting; Zhu, Ji
3
2021
Network cross-validation by edge sampling. Zbl 1441.62049
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
30
2020
Detecting overlapping communities in networks using spectral methods. Zbl 1484.62073
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
12
2020
High-dimensional Gaussian graphical models on network-linked data. Zbl 1498.68249
Li, Tianxi; Qian, Cheng; Levina, Elizaveta; Zhu, Ji
1
2020
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
11
2019
Covariance-insured screening. Zbl 1507.62073
He, Kevin; Kang, Jian; Hong, Hyokyoung G.; Zhu, Ji; Li, Yanming; Lin, Huazhen; Xu, Han; Li, Yi
4
2019
Drawing inferences for high-dimensional linear models: a selection-assisted partial regression and smoothing approach. Zbl 1436.62549
Fei, Zhe; Zhu, Ji; Banerjee, Moulinath; Li, Yi
2
2019
Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data. Zbl 06944680
Li, Yun; Wang, Sijian; Song, Peter X.-K.; Wang, Naisyin; Zhou, Ling; Zhu, Ji
4
2018
Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
22
2017
Frequentist model averaging estimation for the censored partial linear quantile regression model. Zbl 1376.62024
Sun, Zhimeng; Sun, Liuquan; Lu, Xiaoling; Zhu, Ji; Li, Yongzhuang
4
2017
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence. Zbl 1331.62110
Yan, Ting; Leng, Chenlei; Zhu, Ji
35
2016
Community detection in networks with node features. Zbl 1359.62271
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
25
2016
Multivariate sparse group Lasso for the multivariate multiple linear regression with an arbitrary group structure. Zbl 1390.62285
Li, Yanming; Nan, Bin; Zhu, Ji
31
2015
On the degrees of freedom of reduced-rank estimators in multivariate regression. Zbl 1452.62505
Mukherjee, A.; Chen, K.; Wang, N.; Zhu, J.
16
2015
Covariance-enhanced discriminant analysis. Zbl 1345.62091
Xu, Peirong; Zhu, Ji; Zhu, Lixing; Li, Yi
8
2015
Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195
Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji
6
2015
Correction to the proof of consistency of community detection. Zbl 1310.62109
Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
1
2015
Regularized 3D functional regression for brain image data via Haar wavelets. Zbl 1454.62415
Wang, Xuejing; Nan, Bin; Zhu, Ji; Koeppe, Robert
12
2014
A sparse Ising model with covariates. Zbl 1393.62057
Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji
12
2014
Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095
Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
108
2012
Comment to “Minimax estimation of large covariance matrices under \(\ell_1\)-norm”. Zbl 1266.62035
Bickel, Peter J.; Levina, Elizaveta; Rothman, Adam J.; Zhu, Ji
1
2012
Joint estimation of multiple graphical models. Zbl 1214.62058
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
98
2011
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
28
2011
Reduced rank ridge regression and its kernel extensions. Zbl 07260307
Mukherjee, Ashin; Zhu, Ji
11
2011
Stability selection. With discussion and authors’ reply. Zbl 1411.62142
Meinshausen, Nicolai; Bühlmann, Peter
209
2010
Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. Zbl 1189.62174
Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei
70
2010
A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
53
2010
Variable selection with the strong heredity constraint and its oracle property. Zbl 1320.62171
Choi, Nam Hee; Li, William; Zhu, Ji
45
2010
Group variable selection via a hierarchical lasso and its oracle property. Zbl 1245.62183
Zhou, Nengfeng; Zhu, Ji
30
2010
Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
25
2010
Financial market forecasting using a two-step kernel learning method for the support vector regression. Zbl 1185.91154
Wang, Li; Zhu, Ji
7
2010
Image denoising via solution paths. Zbl 1185.94022
Wang, Li; Zhu, Ji
3
2010
IMS China editorial. Zbl 1245.00038
1
2010
Sparse regulatory networks. Zbl 1194.62116
James, Gareth M.; Sabatti, Chiara; Zhou, Nengfeng; Zhu, Ji
1
2010
Generalized thresholding of large covariance matrices. Zbl 1388.62170
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
150
2009
Partial correlation estimation by joint sparse regression models. Zbl 1388.62046
Peng, Jie; Wang, Pei; Zhou, Nengfeng; Zhu, Ji
120
2009
Functional linear regression that’s interpretable. Zbl 1171.62041
James, Gareth M.; Wang, Jing; Zhu, Ji
74
2009
Multi-class AdaBoost. Zbl 1245.62080
Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor
28
2009
Hierarchically penalized Cox regression with grouped variables. Zbl 1163.62089
Wang, S.; Nan, B.; Zhu, N.; Zhu, J.
25
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
602
2008
Sparse permutation invariant covariance estimation. Zbl 1320.62135
Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji
226
2008
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
54
2008
Variable selection for model-based high-dimensional clustering and its application to microarray data. Zbl 1137.62041
Wang, Sijian; Zhu, Ji
41
2008
Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056
Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji
24
2008
Doubly penalized Buckley-James method for survival data with high-dimensional covariates. Zbl 1139.62063
Wang, Sijian; Nan, Bin; Zhu, Ji; Beer, David G.
22
2008
New multicategory boosting algorithms based on multicategory Fisher-consistent losses. Zbl 1158.62044
Zou, Hui; Zhu, Ji; Hastie, Trevor
11
2008
Piecewise linear regularized solution paths. Zbl 1194.62094
Rosset, Saharon; Zhu, Ji
84
2007
Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405
Li, Youjuan; Liu, Yufeng; Zhu, Ji
61
2007
\(\ell _{1}\) regularization in infinite dimensional feature spaces. Zbl 1203.68167
Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji
11
2007
Efficient computation and model selection for the support vector regression. Zbl 1119.68150
Gunter, Lacey; Zhu, Ji
9
2007
Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043
Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor
1
2007
The doubly regularized support vector machine. Zbl 1126.68070
Wang, Li; Zhu, Ji; Zou, Hui
37
2006
Comment on: “Support vector machines with applications”. Zbl 1246.68180
Hastie, Trevor; Zhu, Ji
3
2006
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
499
2005
The entire regularization path for the support vector machine. Zbl 1222.68213
Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
82
2004
Classification of gene microarrays by penalized logistic regression. Zbl 1154.62406
Zhu, Ji; Hastie, Trevor
49
2004
Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290
Rosset, Saharon; Zhu, Ji; Hastie, Trevor
32
2004
Discussion on boosting papers. Zbl 1105.62314
Friedman, 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 1074.62038
Rosset, Saharon; Zhu, Ji
2
2004
Support vector machines, kernel logistic regression and boosting. Zbl 1047.68983
Zhu, Ji; Hastie, Trevor
2
2002
all top 5

Cited by 3,423 Authors

29 Zhu, Ji
21 Levina, Elizaveta
20 Fan, Jianqing
19 Lian, Heng
19 Liu, Yufeng
17 Ma, Shuangge
15 Tibshirani, Robert John
15 Zou, Hui
14 Shen, Xiaotong
14 Wu, Yichao
13 Choi, Hosik
13 Liu, Han
13 Luo, Jing
13 Wang, Junhui
13 Xue, Lingzhou
12 Qu, Annie
12 Tutz, Gerhard E.
12 Yan, Ting
11 Hastie, Trevor John
11 Pan, Wei
11 Tibshirani, Ryan J.
11 Zhang, Qingzhao
10 Kim, Yongdai
10 Rothman, Adam J.
10 Witten, Daniela M.
10 Zhang, Hai
9 Cai, Tianwen
9 Lei, Jing
9 Leng, Chenlei
9 Li, Hongzhe
9 Li, Lexin
9 Lim, Johan
9 Qin, Hong
9 Shojaie, Ali
9 Van de Geer, Sara Anna
9 Zhao, Hongyu
8 Bang, Sungwan
8 Bickel, Peter John
8 Bondell, Howard D.
8 Bühlmann, Peter
8 Chen, Zehua
8 Feng, Yang
8 Fryzlewicz, Piotr
8 Ghosal, Subhashis
8 Huang, Jian
8 Kang, Xiaoning
8 Kwon, Sunghoon
8 Michailidis, George C.
8 Pourahmadi, Mohsen
8 Sun, Will Wei
8 Wainwright, Martin J.
8 Yuan, Ming
8 Zhou, Harrison H.
7 Allen, Genevera I.
7 Chi, Eric C.
7 Deng, Xinwei
7 Fadili, Jalal M.
7 Ghosh, Malay
7 Khare, Kshitij
7 Koo, Ja-Yong
7 Le Thi, Hoai An
7 Park, Changyi
7 Shin, Seungjun
7 Sugiyama, Masashi
7 Sun, Defeng
7 Wang, Sijian
7 Yuan, Xiaoming
7 Zhu, Xuening
7 Zhu, Yunzhang
6 Alhamzawi, Rahim
6 Amini, Arash Ali
6 Baladandayuthapani, Veerabhadran
6 Banerjee, Sayantan
6 Carrizosa, Emilio
6 Chen, Kun
6 Fang, Kuangnan
6 Guo, Xiao
6 Jiang, Binyan
6 Jin, Jiashun
6 Kawano, Shuichi
6 Ke, Zheng Tracy
6 Kolar, Mladen
6 Kong, Lingchen
6 Lee, Kyoungjae
6 Lin, Lizhen
6 Lu, Xuewen
6 Mai, Qing
6 Nan, Bin
6 Reich, Brian James
6 Song, Peter Xue-Kun
6 Toh, Kim Chuan
6 Wang, Pei
6 Wasserman, Larry Alan
6 Yu, Donghyeon
6 Zhang, Hao Helen
6 Zhang, Xinyu
6 Zhao, Yunpeng
6 Zhu, Zhongyi
5 Ahmed, Syed Ejaz
5 Belton, Alexander C. R.
...and 3,323 more Authors
all top 5

Cited in 222 Serials

124 Computational Statistics and Data Analysis
119 The Annals of Statistics
112 Journal of the American Statistical Association
96 Electronic Journal of Statistics
87 Journal of Multivariate Analysis
73 Journal of Machine Learning Research (JMLR)
65 The Annals of Applied Statistics
64 Biometrics
55 Journal of Computational and Graphical Statistics
44 Statistics and Computing
40 Journal of Econometrics
37 Communications in Statistics. Theory and Methods
35 Journal of Statistical Computation and Simulation
34 Journal of Applied Statistics
32 Journal of Statistical Planning and Inference
32 Statistica Sinica
31 Computational Statistics
27 Communications in Statistics. Simulation and Computation
26 Machine Learning
24 Journal of the Korean Statistical Society
22 Statistical Science
21 Annals of the Institute of Statistical Mathematics
21 Statistics & Probability Letters
18 Statistical Analysis and Data Mining
18 Bayesian Analysis
16 Advances in Data Analysis and Classification. ADAC
14 SIAM Journal on Optimization
13 Test
13 Sankhyā. Series A
12 Annals of Operations Research
12 Statistical Papers
12 Bernoulli
11 Information Sciences
11 Pattern Recognition
11 Journal of Nonparametric Statistics
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
10 The Canadian Journal of Statistics
9 Scandinavian Journal of Statistics
9 Neural Networks
9 Neural Computation
9 European Journal of Operational Research
9 Applied and Computational Harmonic Analysis
8 International Statistical Review
8 Computational & Mathematical Methods in Medicine
8 Statistics Surveys
8 Journal of Business and Economic Statistics
7 Biometrical Journal
7 Computational Optimization and Applications
7 Statistical Modelling
7 Statistical Applications in Genetics and Molecular Biology
7 Science China. Mathematics
7 Statistical Theory and Related Fields
7 SIAM Journal on Mathematics of Data Science
6 Psychometrika
6 Journal of Optimization Theory and Applications
6 Mathematical Programming. Series A. Series B
6 Optimization Methods & Software
6 Optimization Letters
6 Journal of Statistical Theory and Practice
6 Japanese Journal of Statistics and Data Science
5 Inverse Problems
5 Computers & Operations Research
5 Statistical Methods and Applications
4 Artificial Intelligence
4 Computer Methods in Applied Mechanics and Engineering
4 Metrika
4 Automatica
4 Journal of Classification
4 Applied Mathematical Modelling
4 Linear Algebra and its Applications
4 Lifetime Data Analysis
4 Acta Mathematica Sinica. English Series
4 Statistical Methodology
4 Journal of Agricultural, Biological, and Environmental Statistics
3 Applied Mathematics and Computation
3 Statistica Neerlandica
3 Journal of Time Series Analysis
3 Acta Mathematicae Applicatae Sinica. English Series
3 Statistics
3 Probability Theory and Related Fields
3 Journal of Scientific Computing
3 Journal of Global Optimization
3 Numerical Algorithms
3 Journal of Computational Neuroscience
3 Australian & New Zealand Journal of Statistics
3 Brazilian Journal of Probability and Statistics
3 AStA. Advances in Statistical Analysis
3 Journal of Probability and Statistics
3 Journal of the Operations Research Society of China
3 Journal of the Japan Statistical Society. Japanese Issue
2 The American Statistician
2 Physica A
2 Mathematics of Computation
2 Applied Mathematics and Optimization
2 Journal of Computational and Applied Mathematics
2 Operations Research
2 Acta Mathematicae Applicatae Sinica
2 Insurance Mathematics & Economics
2 Chinese Journal of Applied Probability and Statistics
2 International Journal of Approximate Reasoning
...and 122 more Serials

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