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Author ID: liu.yufeng Recent zbMATH articles by "Liu, Yufeng"
Published as: Liu, Yufeng; Liu, Y. F.; Liu, Yu Feng; Liu, Yu-Feng
all top 5

Co-Authors

7 single-authored
14 Wu, Yichao
10 Marron, James Stephen
10 Zhang, Chong
10 Zhang, Hao Helen
7 Guo, Wenbin
7 Qi, Zhengling
6 Chen, Jingxiang
6 Kosorok, Michael R.
5 Hayes, David Neil
5 Yu, Guan
4 Fu, Haoda
4 Fu, Sheng
4 Liu, Bin
4 Lu, Xiaoling
4 Pang, Jong-Shi
4 Sun, Wei
4 Zeng, Jinyan
4 Zhang, Kai
4 Zhang, Xinsheng
3 Cheng, Guang
3 Fine, Jason Peter
3 Huang, Hanwen
3 König, Inke R.
3 Kruppa, Jochen
3 Lee, Wonyul
3 Lei, Yi’an
3 Li, Quefeng
3 Liu, Jianyu
3 Mo, Weibin
3 Park, Seo Young
3 Qiao, Xingye
3 Shen, Dinggang
3 Sun, Wenxin
3 Sun, Will Wei
3 Xu, Weihua
3 Zhao, Junlong
3 Zheng, Quan
3 Zhu, Ji
3 Ziegler, Andreas
2 Ahn, Jeongyoun
2
2 Chen, Weixing
2 Cui, Ying
2 Diener, Hans-Christian
2 Fan, Jianqing
2 Fan, Yiwei
2 Gong, Siliang
2 He, Xuanyao
2 Holste, Theresa
2 Huang, Jianhong
2 Kent, John T.
2 Kimes, Patrick K.
2 Li, Jialu
2 Li, Qizhai
2 Liu, Dacheng
2 Lu, Shu
2 Luo, Yiyun
2 Nobel, Andrew B.
2 Park, Cheolwoo
2 Samworth, Richard J.
2 Shin, Seungjun
2 Shin, Sunyoung
2 Skiba, Alexander Nikolaevich
2 Song, Peter Xue-Kun
2 Tran Dinh Quoc
2 Vorob’ev, Nikolaĭ Timofeevich
2 Wang, Haodong
2 Wang, Luping
2 Wang, Peiyao
2 Weimar, Christian
2 Yi, Xiaolan
2 Yin, Liang
2 Yu, Keming
2 Zhang, Honggao
2 Zhang, Li
2 Zhang, Wenyang
2 Zhao, Xin
2 Zhu, Zhengyuan
2 Zou, Hui
1 Adragni, Kofi Placid
1 Ahmad, Amir A.
1 An, Baiguo
1 Anagnostopoulos, Christoforos
1 Bailey, Natalia
1 Baxter, Paul D.
1 Biau, Gérard
1 Bickel, Peter John
1 Bottolo, Leonardo
1 Bouveyron, Charles
1 Bühlmann, Peter
1 Chang, Xiangyu
1 Chen, Guanhua
1 Chen, Piao
1 Cheng, Fan
1 Coad, D. Stephen
1 Cole, Stephen R.
1 Cook, Ralph Dennis
1 Critchley, Frank
1 Dai, Yuntong
1 Dang, Wei
...and 154 more Co-Authors
all top 5

Serials

18 Journal of the American Statistical Association
9 Statistica Sinica
9 Statistics and Its Interface
7 Biometrika
5 Biometrics
5 Journal of Multivariate Analysis
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
5 Journal of Machine Learning Research (JMLR)
5 Statistical Analysis and Data Mining
4 The Canadian Journal of Statistics
4 Biometrical Journal
3 Physics Letters. A
3 Mathematical Programming. Series A. Series B
3 Yantai Normal University Journal. Natural Science Edition
3 Electronic Journal of Statistics
3 Journal of Computational and Graphical Statistics
2 Mathematics of Operations Research
2 Southeast Asian Bulletin of Mathematics
2 Science in China. Series A
2 Computational Statistics and Data Analysis
2 Algebra Colloquium
2 Journal of Nonparametric Statistics
2 Journal of Yantai University. Natural Science and Engineering
2 Journal of Xuzhou Normal University. Natural Science Edition
2 The Annals of Applied Statistics
1 International Journal of Modern Physics B
1 The American Statistician
1 Mathematical Notes
1 The Annals of Statistics
1 International Journal for Numerical Methods in Engineering
1 Journal of Statistical Planning and Inference
1 Journal of Mathematics. Wuhan University
1 Journal of Mathematical Research & Exposition
1 Advances in Mathematics (Beijing)
1 Applied Numerical Mathematics
1 Computational Mechanics
1 Journal of Logic and Computation
1 SIAM Journal on Optimization
1 Test
1 Journal of Logic, Language and Information
1 European Journal of Mechanics. A. Solids
1 Journal of Computational Analysis and Applications
1 Acta Mathematica Sinica. English Series
1 International Journal of Nonlinear Sciences and Numerical Simulation
1 International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series
1 Mathematical Sciences Research Journal
1 Journal of Applied Mathematics and Computing
1 Journal of Intelligent and Fuzzy Systems
1 Journal of University of Science and Technology of China
1 Journal of Algebra and its Applications
1 Journal of Shangqiu Teachers College
1 Izvestiya Gomel’skogo Gosudarstvennogo Universiteta Im. F. Skoriny
1 Statistical Methodology
1 International Journal of Contemporary Mathematical Sciences
1 Journal of Algebra and Discrete Structures
1 Algorithms
1 Communications in Mathematical Research
1 Journal of Business and Economic Statistics
1 Fuzzy Systems and Mathematics
1 Problemy Fiziki, Matematiki i Tekhniki
1 Annals of Fuzzy Mathematics and Informatics

Publications by Year

Citations contained in zbMATH Open

87 Publications have been cited 950 times in 716 Documents Cited by Year
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
607
2008
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
218
2013
Variable selection in quantile regression. Zbl 1166.62012
Wu, Yichao; Liu, Yufeng
146
2009
Robust truncated hinge loss support vector machines. Zbl 1469.62293
Wu, Yichao; Liu, Yufeng
79
2007
Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051
Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng
71
2011
Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405
Li, Youjuan; Liu, Yufeng; Zhu, Ji
62
2007
Simultaneous multiple non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108
Liu, Yufeng; Wu, Yichao
28
2011
Stepwise multiple quantile regression estimation using non-crossing constraints. Zbl 1245.62039
Wu, Yichao; Liu, Yufeng
28
2009
Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S.
28
2010
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
27
2008
Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. Zbl 1259.62043
Lee, Wonyul; Liu, Yufeng
27
2012
Hard or soft classification? Large-margin unified machines. Zbl 1396.62144
Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao
26
2011
Variable selection for multicategory SVM via adaptive sup-norm regularization. Zbl 1135.62056
Zhang, Hao Helen; Liu, Yufeng; Wu, Yichao; Zhu, Ji
24
2008
Support vector machines with adaptive \(L_q\) penalty. Zbl 1446.62179
Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun
21
2007
Multicategory angle-based large-margin classification. Zbl 1335.62110
Zhang, Chong; Liu, Yufeng
21
2014
Probability estimation for large-margin classifiers. Zbl 1437.62648
Wang, Junhui; Shen, Xiaotong; Liu, Yufeng
20
2008
Construction and analysis of \(Es^{2}\) efficient supersaturated designs. Zbl 1110.62101
Liu, Yufeng; Ruan, Shiling; Dean, Angela M.
15
2007
Simultaneous clustering and estimation of heterogeneous graphical models. Zbl 1473.62220
Hao, Botao; Sun, Will Wei; Liu, Yufeng; Cheng, Guang
15
2018
Principal weighted support vector machines for sufficient dimension reduction in binary classification. Zbl 1506.62332
Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
14
2017
Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404
Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas
13
2014
Probability estimation with machine learning methods for dichotomous and multicategory outcome: applications. Zbl 1441.62405
Kruppa, Jochen; Liu, Yufeng; Diener, Hans-Christian; Holste, Theresa; Weimar, Christian; König, Inke R.; Ziegler, Andreas
13
2014
Probability-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132
Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
13
2014
Adaptive weighted learning for unbalanced multicategory classification. Zbl 1159.62047
Qiao, Xingye; Liu, Yufeng
12
2009
Multicategory large-margin unified machines. Zbl 1317.68200
Zhang, Chong; Liu, Yufeng
12
2013
Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. Zbl 1445.62286
Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng
12
2020
Estimating spatial covariance using penalised likelihood with weighted \(L_1\) penalty. Zbl 1172.62032
Zhu, Zhengyuan; Liu, Yufeng
11
2009
Robust penalized logistic regression with truncated loss functions. Zbl 1219.62105
Park, Seo Young; Liu, Yufeng
10
2011
Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators. Zbl 1052.81672
Liu, Y. F.; Lei, Y. A.; Zeng, J. Y.
9
1997
Confidence intervals and regions for the lasso by using stochastic variational inequality techniques in optimization. Zbl 1414.62319
Lu, Shu; Liu, Yufeng; Yin, Liang; Zhang, Kai
9
2017
Two sufficient descent three-term conjugate gradient methods for unconstrained optimization problems with applications in compressive sensing. Zbl 1493.90190
Liu, Yufeng; Zhu, Zhibin; Zhang, Benxin
9
2022
Robust model-free multiclass probability estimation. Zbl 1397.62236
Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
9
2010
Joint estimation of multiple precision matrices with common structures. Zbl 1360.62274
Lee, Wonyul; Liu, Yufeng
9
2015
On quantile regression in reproducing kernel Hilbert spaces with the data sparsity constraint. Zbl 1360.62201
Zhang, Chong; Liu, Yufeng; Wu, Yichao
8
2016
Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190
Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng
8
2020
D-learning to estimate optimal individual treatment rules. Zbl 1454.62381
Qi, Zhengling; Liu, Yufeng
8
2018
Estimation of individualized decision rules based on an optimized covariate-dependent equivalent of random outcomes. Zbl 1428.62478
Qi, Zhengling; Cui, Ying; Liu, Yufeng; Pang, Jong-Shi
8
2019
Estimating individualized treatment rules for ordinal treatments. Zbl 1414.62436
Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Kosorok, Michael R.; Liu, Yufeng
7
2018
Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467
Mo, Weibin; Qi, Zhengling; Liu, Yufeng
7
2021
Bidirectional discrimination with application to data visualization. Zbl 1452.62449
Huang, Hanwen; Liu, Yufeng; Marron, J. S.
6
2012
A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780
Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng
6
2020
Statistical significance for hierarchical clustering. Zbl 1522.62165
Kimes, Patrick K.; Liu, Yufeng; Hayes, David Neil; Marron, James Stephen
6
2017
Multicategory outcome weighted margin-based learning for estimating individualized treatment rules. Zbl 1464.62481
Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng
5
2020
Toeplitz operators on Dirichlet spaces. Zbl 1015.47020
Liu, Yu Feng; Sun, Shun Hua
5
2001
Robust multicategory support vector machines using difference convex algorithm. Zbl 1397.90319
Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng
5
2018
Intuitionistic fuzzy ordered information system. Zbl 1323.68516
Xu, Weihua; Liu, Yufeng; Li, Tongjun
5
2013
A novel finite difference scheme for Burgers’ equation on unbounded domains. Zbl 1353.65092
Zheng, Quan; Zhao, Xin; Liu, Yufeng
4
2017
Graph-based sparse linear discriminant analysis for high-dimensional classification. Zbl 1417.62173
Liu, Jianyu; Yu, Guan; Liu, Yufeng
4
2019
Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population. Zbl 1436.62592
Liu, Jianyu; Sun, Wei; Liu, Yufeng
4
2019
Assessing robustness of classification using an angular breakdown point. Zbl 1408.62121
Zhao, Junlong; Yu, Guan; Liu, Yufeng
4
2018
Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181
Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng
4
2020
Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics. Zbl 1506.62323
Xie, Yuying; Liu, Yufeng; Valdar, William
3
2016
A stabilized co-rotational curved quadrilateral composite shell element. Zbl 1235.74300
Li, Z. X.; Liu, Y. F.; Izzuddin, B. A.; Vu-Quoc, L.
3
2011
Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. Zbl 07626789
Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
3
2021
On the effect and remedies of shrinkage on classification probability estimation. Zbl 07649197
Zhang, Chong; Liu, Yufeng; Wu, Zhengxiao
3
2013
On multicategory truncated-hinge-loss support vector machines. Zbl 1145.62049
Wu, Yichao; Liu, Yufeng
3
2007
Optimizing \(\psi\)-learning via mixed integer programming. Zbl 1331.62313
Liu, Yufeng; Wu, Yichao
3
2006
Adaptively weighted large-margin angle-based classifiers. Zbl 1499.62210
Fu, Sheng; Zhang, Sanguo; Liu, Yufeng
3
2018
Identifying heterogeneous effect using latent supervised clustering with adaptive fusion. Zbl 07499880
Chen, Jingxiang; Tran-Dinh, Quoc; Kosorok, Michael R.; Liu, Yufeng
2
2021
Local kernel canonical correlation analysis with application to virtual drug screening. Zbl 1228.62072
Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander
2
2011
Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning. Zbl 1213.62110
Wu, Yichao; Liu, Yufeng
2
2011
Hypothesis testing for band size detection of high-dimensional banded precision matrices. Zbl 1452.62381
An, Baiguo; Guo, Jianhua; Liu, Yufeng
2
2014
Description of \(\mathfrak F\)-injectors of finite soluble groups. Zbl 1154.20011
Liu, Yufeng; Guo, Wenbin; Vorob’ev, N. T.
2
2008
Double sparsity kernel learning with automatic variable selection and data extraction. Zbl 06938708
Chen, Jingxiang; Zhang, Chong; Kosorok, Michael R.; Liu, Yufeng
2
2018
An efficient BEM to calculate weight functions and its application to bridging analysis in an orthotropic medium. Zbl 0938.74074
Liu, Y.-F.; Masuda, C.; Yuuki, R.
1
1998
Reply to the: ”Comment by A. A. Stahlhofen on: ’Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators”’. Zbl 1044.81787
Liu, Y. F.; Lei, Y. A.; Zeng, J. Y.
1
1998
Four kinds of rising and lowering operators of the \(n\)-dimensional hydrogen atom and the isotropic harmonic oscillator. Zbl 0902.34072
Liu, Yufeng; Zeng, Jinyan
1
1997
Finite groups in which primary subgroups have cyclic cofactors. Zbl 1236.20016
Liu, Yufeng; Yi, Xiaolan
1
2011
Ensemble estimation and variable selection with semiparametric regression models. Zbl 1441.62103
Shin, Sunyoung; Liu, Yufeng; Cole, Stephen R.; Fine, Jason P.
1
2020
An optimal biparametric multipoint family and its self-acceleration with memory for solving nonlinear equations. Zbl 1461.65081
Zheng, Quan; Zhao, Xin; Liu, Yufeng
1
2015
Robust multicategory support matrix machines. Zbl 1415.90080
Qian, Chengde; Tran-Dinh, Quoc; Fu, Sheng; Zou, Changliang; Liu, Yufeng
1
2019
High-dimensional precision medicine from patient-derived xenografts. Zbl 1510.62451
Rashid, Naim U.; Luckett, Daniel J.; Chen, Jingxiang; Lawson, Michael T.; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B.; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R.
1
2021
Estimating individualized treatment rules for treatments with hierarchical structure. Zbl 07524940
Fan, Yiwei; Lu, Xiaoling; Zhao, Junlong; Fu, Haoda; Liu, Yufeng
1
2022
Criteria of \(p\)-solubility and \(p\)-supersolubility of finite groups. Zbl 1266.20018
Liu, Yufeng; Guo, Wenbin; Kovalyova, Viktorya A.; Skiba, Alexander N.
1
2010
Uncertainty measure of Atanassov’s intuitionistic fuzzy \(\mathcal{T}\) equivalence information systems. Zbl 1305.68183
Xu, Weihua; Liu, Yufeng; Sun, Wenxin
1
2014
Adaptive estimation with partially overlapping models. Zbl 1419.62044
Shin, Sunyoung; Fine, Jason; Liu, Yufeng
1
2016
Coherent states of a time-dependent forced harmonic oscillator and their Aharonov-Anandan phase. Zbl 1125.81304
Liu, Yufeng; Lei, Yi’an; Zeng, Jinyan
1
2000
High dimensional change point inference: recent developments and extensions. Zbl 1493.62344
Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
1
2022
On robustness of individualized decision rules. Zbl 07751834
Qi, Zhengling; Pang, Jong-Shi; Liu, Yufeng
1
2023
Efficient multiple change point detection for high-dimensional generalized linear models. Zbl 07759546
Wang, Xianru; Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
1
2023
SPReM: sparse projection regression model for high-dimensional linear regression. Zbl 1373.62359
Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative
1
2015
Quasi-central Armendariz rings. Zbl 1494.16029
Liu, Yufeng; Chen, Weixing
1
2021
Kernel continuum regression. Zbl 1471.62107
Lee, Myung Hee; Liu, Yufeng
1
2013
Significance testing in clustering. Zbl 1396.62141
Huang, Hanwen; Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.; Hennig, Christian
1
2016
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Zbl 07260581
Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R.
1
2016
Modeling clustered long-term survivors using marginal mixture cure model. Zbl 1400.62280
Niu, Yi; Song, Lixin; Liu, Yufeng; Peng, Yingwei
1
2018
Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment-free effect models. Zbl 07593418
Mo, Weibin; Liu, Yufeng
1
2022
Model free estimation of graphical model using gene expression data. Zbl 1475.62271
Yang, Jenny; Liu, Yang; Liu, Yufeng; Sun, Wei
1
2021
On robustness of individualized decision rules. Zbl 07751834
Qi, Zhengling; Pang, Jong-Shi; Liu, Yufeng
1
2023
Efficient multiple change point detection for high-dimensional generalized linear models. Zbl 07759546
Wang, Xianru; Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
1
2023
Two sufficient descent three-term conjugate gradient methods for unconstrained optimization problems with applications in compressive sensing. Zbl 1493.90190
Liu, Yufeng; Zhu, Zhibin; Zhang, Benxin
9
2022
Estimating individualized treatment rules for treatments with hierarchical structure. Zbl 07524940
Fan, Yiwei; Lu, Xiaoling; Zhao, Junlong; Fu, Haoda; Liu, Yufeng
1
2022
High dimensional change point inference: recent developments and extensions. Zbl 1493.62344
Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
1
2022
Efficient learning of optimal individualized treatment rules for heteroscedastic or misspecified treatment-free effect models. Zbl 07593418
Mo, Weibin; Liu, Yufeng
1
2022
Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467
Mo, Weibin; Qi, Zhengling; Liu, Yufeng
7
2021
Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. Zbl 07626789
Liu, Bin; Zhang, Xinsheng; Liu, Yufeng
3
2021
Identifying heterogeneous effect using latent supervised clustering with adaptive fusion. Zbl 07499880
Chen, Jingxiang; Tran-Dinh, Quoc; Kosorok, Michael R.; Liu, Yufeng
2
2021
High-dimensional precision medicine from patient-derived xenografts. Zbl 1510.62451
Rashid, Naim U.; Luckett, Daniel J.; Chen, Jingxiang; Lawson, Michael T.; Wang, Longshaokan; Zhang, Yunshu; Laber, Eric B.; Liu, Yufeng; Yeh, Jen Jen; Zeng, Donglin; Kosorok, Michael R.
1
2021
Quasi-central Armendariz rings. Zbl 1494.16029
Liu, Yufeng; Chen, Weixing
1
2021
Model free estimation of graphical model using gene expression data. Zbl 1475.62271
Yang, Jenny; Liu, Yang; Liu, Yufeng; Sun, Wei
1
2021
Multi-armed angle-based direct learning for estimating optimal individualized treatment rules with various outcomes. Zbl 1445.62286
Qi, Zhengling; Liu, Dacheng; Fu, Haoda; Liu, Yufeng
12
2020
Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190
Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng
8
2020
A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780
Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng
6
2020
Multicategory outcome weighted margin-based learning for estimating individualized treatment rules. Zbl 1464.62481
Zhang, Chong; Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Zhao, Ying-Qi; Liu, Yufeng
5
2020
Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181
Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng
4
2020
Ensemble estimation and variable selection with semiparametric regression models. Zbl 1441.62103
Shin, Sunyoung; Liu, Yufeng; Cole, Stephen R.; Fine, Jason P.
1
2020
Estimation of individualized decision rules based on an optimized covariate-dependent equivalent of random outcomes. Zbl 1428.62478
Qi, Zhengling; Cui, Ying; Liu, Yufeng; Pang, Jong-Shi
8
2019
Graph-based sparse linear discriminant analysis for high-dimensional classification. Zbl 1417.62173
Liu, Jianyu; Yu, Guan; Liu, Yufeng
4
2019
Joint skeleton estimation of multiple directed acyclic graphs for heterogeneous population. Zbl 1436.62592
Liu, Jianyu; Sun, Wei; Liu, Yufeng
4
2019
Robust multicategory support matrix machines. Zbl 1415.90080
Qian, Chengde; Tran-Dinh, Quoc; Fu, Sheng; Zou, Changliang; Liu, Yufeng
1
2019
Simultaneous clustering and estimation of heterogeneous graphical models. Zbl 1473.62220
Hao, Botao; Sun, Will Wei; Liu, Yufeng; Cheng, Guang
15
2018
D-learning to estimate optimal individual treatment rules. Zbl 1454.62381
Qi, Zhengling; Liu, Yufeng
8
2018
Estimating individualized treatment rules for ordinal treatments. Zbl 1414.62436
Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Kosorok, Michael R.; Liu, Yufeng
7
2018
Robust multicategory support vector machines using difference convex algorithm. Zbl 1397.90319
Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng
5
2018
Assessing robustness of classification using an angular breakdown point. Zbl 1408.62121
Zhao, Junlong; Yu, Guan; Liu, Yufeng
4
2018
Adaptively weighted large-margin angle-based classifiers. Zbl 1499.62210
Fu, Sheng; Zhang, Sanguo; Liu, Yufeng
3
2018
Double sparsity kernel learning with automatic variable selection and data extraction. Zbl 06938708
Chen, Jingxiang; Zhang, Chong; Kosorok, Michael R.; Liu, Yufeng
2
2018
Modeling clustered long-term survivors using marginal mixture cure model. Zbl 1400.62280
Niu, Yi; Song, Lixin; Liu, Yufeng; Peng, Yingwei
1
2018
Principal weighted support vector machines for sufficient dimension reduction in binary classification. Zbl 1506.62332
Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
14
2017
Confidence intervals and regions for the lasso by using stochastic variational inequality techniques in optimization. Zbl 1414.62319
Lu, Shu; Liu, Yufeng; Yin, Liang; Zhang, Kai
9
2017
Statistical significance for hierarchical clustering. Zbl 1522.62165
Kimes, Patrick K.; Liu, Yufeng; Hayes, David Neil; Marron, James Stephen
6
2017
A novel finite difference scheme for Burgers’ equation on unbounded domains. Zbl 1353.65092
Zheng, Quan; Zhao, Xin; Liu, Yufeng
4
2017
On quantile regression in reproducing kernel Hilbert spaces with the data sparsity constraint. Zbl 1360.62201
Zhang, Chong; Liu, Yufeng; Wu, Yichao
8
2016
Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics. Zbl 1506.62323
Xie, Yuying; Liu, Yufeng; Valdar, William
3
2016
Adaptive estimation with partially overlapping models. Zbl 1419.62044
Shin, Sunyoung; Fine, Jason; Liu, Yufeng
1
2016
Significance testing in clustering. Zbl 1396.62141
Huang, Hanwen; Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.; Hennig, Christian
1
2016
Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Zbl 07260581
Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R.
1
2016
Joint estimation of multiple precision matrices with common structures. Zbl 1360.62274
Lee, Wonyul; Liu, Yufeng
9
2015
An optimal biparametric multipoint family and its self-acceleration with memory for solving nonlinear equations. Zbl 1461.65081
Zheng, Quan; Zhao, Xin; Liu, Yufeng
1
2015
SPReM: sparse projection regression model for high-dimensional linear regression. Zbl 1373.62359
Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative
1
2015
Multicategory angle-based large-margin classification. Zbl 1335.62110
Zhang, Chong; Liu, Yufeng
21
2014
Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404
Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas
13
2014
Probability estimation with machine learning methods for dichotomous and multicategory outcome: applications. Zbl 1441.62405
Kruppa, Jochen; Liu, Yufeng; Diener, Hans-Christian; Holste, Theresa; Weimar, Christian; König, Inke R.; Ziegler, Andreas
13
2014
Probability-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132
Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
13
2014
Hypothesis testing for band size detection of high-dimensional banded precision matrices. Zbl 1452.62381
An, Baiguo; Guo, Jianhua; Liu, Yufeng
2
2014
Uncertainty measure of Atanassov’s intuitionistic fuzzy \(\mathcal{T}\) equivalence information systems. Zbl 1305.68183
Xu, Weihua; Liu, Yufeng; Sun, Wenxin
1
2014
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
218
2013
Multicategory large-margin unified machines. Zbl 1317.68200
Zhang, Chong; Liu, Yufeng
12
2013
Intuitionistic fuzzy ordered information system. Zbl 1323.68516
Xu, Weihua; Liu, Yufeng; Li, Tongjun
5
2013
On the effect and remedies of shrinkage on classification probability estimation. Zbl 07649197
Zhang, Chong; Liu, Yufeng; Wu, Zhengxiao
3
2013
Kernel continuum regression. Zbl 1471.62107
Lee, Myung Hee; Liu, Yufeng
1
2013
Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. Zbl 1259.62043
Lee, Wonyul; Liu, Yufeng
27
2012
Bidirectional discrimination with application to data visualization. Zbl 1452.62449
Huang, Hanwen; Liu, Yufeng; Marron, J. S.
6
2012
Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051
Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng
71
2011
Simultaneous multiple non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108
Liu, Yufeng; Wu, Yichao
28
2011
Hard or soft classification? Large-margin unified machines. Zbl 1396.62144
Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao
26
2011
Robust penalized logistic regression with truncated loss functions. Zbl 1219.62105
Park, Seo Young; Liu, Yufeng
10
2011
A stabilized co-rotational curved quadrilateral composite shell element. Zbl 1235.74300
Li, Z. X.; Liu, Y. F.; Izzuddin, B. A.; Vu-Quoc, L.
3
2011
Local kernel canonical correlation analysis with application to virtual drug screening. Zbl 1228.62072
Samarov, Daniel; Marron, J. S.; Liu, Yufeng; Grulke, Christopher; Tropsha, Alexander
2
2011
Non-crossing large-margin probability estimation and its application to robust SVM via preconditioning. Zbl 1213.62110
Wu, Yichao; Liu, Yufeng
2
2011
Finite groups in which primary subgroups have cyclic cofactors. Zbl 1236.20016
Liu, Yufeng; Yi, Xiaolan
1
2011
Weighted distance weighted discrimination and its asymptotic properties. Zbl 1397.62227
Qiao, Xingye; Zhang, Hao Helen; Liu, Yufeng; Todd, Michael J.; Marron, J. S.
28
2010
Robust model-free multiclass probability estimation. Zbl 1397.62236
Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng
9
2010
Criteria of \(p\)-solubility and \(p\)-supersolubility of finite groups. Zbl 1266.20018
Liu, Yufeng; Guo, Wenbin; Kovalyova, Viktorya A.; Skiba, Alexander N.
1
2010
Variable selection in quantile regression. Zbl 1166.62012
Wu, Yichao; Liu, Yufeng
146
2009
Stepwise multiple quantile regression estimation using non-crossing constraints. Zbl 1245.62039
Wu, Yichao; Liu, Yufeng
28
2009
Adaptive weighted learning for unbalanced multicategory classification. Zbl 1159.62047
Qiao, Xingye; Liu, Yufeng
12
2009
Estimating spatial covariance using penalised likelihood with weighted \(L_1\) penalty. Zbl 1172.62032
Zhu, Zhengyuan; Liu, Yufeng
11
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
607
2008
Statistical significance of clustering for high-dimension, low-sample size data. Zbl 1205.62079
Liu, Yufeng; Hayes, David Neil; Nobel, Andrew; Marron, J. S.
27
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
Probability estimation for large-margin classifiers. Zbl 1437.62648
Wang, Junhui; Shen, Xiaotong; Liu, Yufeng
20
2008
Description of \(\mathfrak F\)-injectors of finite soluble groups. Zbl 1154.20011
Liu, Yufeng; Guo, Wenbin; Vorob’ev, N. T.
2
2008
Robust truncated hinge loss support vector machines. Zbl 1469.62293
Wu, Yichao; Liu, Yufeng
79
2007
Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405
Li, Youjuan; Liu, Yufeng; Zhu, Ji
62
2007
Support vector machines with adaptive \(L_q\) penalty. Zbl 1446.62179
Liu, Yufeng; Zhang, Hao Helen; Park, Cheolwoo; Ahn, Jeongyoun
21
2007
Construction and analysis of \(Es^{2}\) efficient supersaturated designs. Zbl 1110.62101
Liu, Yufeng; Ruan, Shiling; Dean, Angela M.
15
2007
On multicategory truncated-hinge-loss support vector machines. Zbl 1145.62049
Wu, Yichao; Liu, Yufeng
3
2007
Optimizing \(\psi\)-learning via mixed integer programming. Zbl 1331.62313
Liu, Yufeng; Wu, Yichao
3
2006
Toeplitz operators on Dirichlet spaces. Zbl 1015.47020
Liu, Yu Feng; Sun, Shun Hua
5
2001
Coherent states of a time-dependent forced harmonic oscillator and their Aharonov-Anandan phase. Zbl 1125.81304
Liu, Yufeng; Lei, Yi’an; Zeng, Jinyan
1
2000
An efficient BEM to calculate weight functions and its application to bridging analysis in an orthotropic medium. Zbl 0938.74074
Liu, Y.-F.; Masuda, C.; Yuuki, R.
1
1998
Reply to the: ”Comment by A. A. Stahlhofen on: ’Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators”’. Zbl 1044.81787
Liu, Y. F.; Lei, Y. A.; Zeng, J. Y.
1
1998
Factorization of the radial Schrödinger equation and four kinds of raising and lowering operators of hydrogen atoms and isotropic harmonic oscillators. Zbl 1052.81672
Liu, Y. F.; Lei, Y. A.; Zeng, J. Y.
9
1997
Four kinds of rising and lowering operators of the \(n\)-dimensional hydrogen atom and the isotropic harmonic oscillator. Zbl 0902.34072
Liu, Yufeng; Zeng, Jinyan
1
1997
all top 5

Cited by 1,369 Authors

43 Liu, Yufeng
24 Lian, Heng
14 Wu, Yichao
11 Marron, James Stephen
11 Shin, Seungjun
10 Wang, Junhui
9 Yu, Keming
8 Alhamzawi, Rahim
8 Bang, Sungwan
8 Le Thi, Hoai An
7 Ciuperca, Gabriela
7 Fu, Haoda
7 Kosorok, Michael R.
7 Lin, Lu
7 Qiao, Xingye
7 Zhang, Hao Helen
6 Aoshima, Makoto
6 Huang, Jian
6 Liang, Hua
6 Qi, Zhengling
6 Yata, Kazuyoshi
6 Zhang, Xinsheng
6 Zhao, Weihua
6 Zou, Hui
5 Artemiou, Andreas
5 Jhun, Myoungshic Jhun
5 Jiang, Xianzhen
5 Jung, Sungkyu
5 Jung, Yoonsuh
5 Kanamori, Takafumi
5 Lv, Shaogao
5 Ma, Shuangge
5 Nakayama, Yugo
5 Park, Cheolwoo
5 Sherwood, Ben
5 Tang, Yanlin
5 Wang, Kangning
5 Zeng, Donglin
5 Zhang, Riquan
5 Zhao, Kaifeng
5 Zhu, Hongtu
4 Chatterjee, Kashinath
4 Cheng, Guang
4 Dai, Ben
4 Dette, Holger
4 Feng, Sanying
4 Fu, Sheng
4 He, Xin
4 Honda, Toshio
4 Kneib, Thomas
4 Kong, Linglong
4 Lee, Kyoungjae
4 Liu, Bin
4 Liu, Jicai
4 Lu, Xuewen
4 Ma, Xuejun
4 Molstad, Aaron J.
4 Oualkacha, Karim
4 Pang, Jong-Shi
4 Park, Changyi
4 Peng, Limin
4 Song, Rui
4 Song, Yunquan
4 Sun, Wei
4 Wang, Huixia Judy
4 Xiang, Dao-Hong
4 Yang, Hu
4 Zhang, Chong
4 Zhao, Junlong
4 Zhu, Zhongyi
3 Andriyana, Y.
3 Baladandayuthapani, Veerabhadran
3 Biau, Gérard
3 Bondell, Howard D.
3 Cai, Yuzhi
3 Chen, Guanhua
3 Cho, Hyungjun
3 Choi, Hosik
3 Cui, Ying
3 Dong, Yuexiao
3 Fan, Jianqing
3 Fan, Yiwei
3 Fujiwara, Shuhei
3 Georgiou, Stelios D.
3 Gijbels, Irène
3 Giordano, Francesco
3 Hayes, David Neil
3 Hwang, Changha
3 Jian, Jinbao
3 Kim, Hyungwoo
3 Koukouvinos, Christos
3 Laber, Eric B.
3 Li, Rui
3 Lu, Shu
3 Luo, Shikai
3 Mai, Qing
3 Park, Jinho
3 Parrella, Maria Lucia
3 Pham Dinh Tao
3 Qu, Annie
...and 1,269 more Authors
all top 5

Cited in 140 Serials

46 Computational Statistics and Data Analysis
38 Journal of the American Statistical Association
36 Journal of Multivariate Analysis
28 Biometrics
28 Electronic Journal of Statistics
22 Journal of Statistical Computation and Simulation
22 The Annals of Applied Statistics
20 Journal of Statistical Planning and Inference
19 Journal of Computational and Graphical Statistics
18 The Annals of Statistics
17 Journal of the Korean Statistical Society
16 Journal of Machine Learning Research (JMLR)
14 Communications in Statistics. Simulation and Computation
14 Journal of Applied Statistics
13 Communications in Statistics. Theory and Methods
13 Statistica Sinica
13 Statistics and Computing
11 Biometrical Journal
11 Statistics & Probability Letters
11 Test
11 Statistical Papers
9 Journal of Nonparametric Statistics
8 Annals of the Institute of Statistical Mathematics
8 Computational Statistics
7 Information Sciences
7 Statistics
7 Neural Networks
7 Mathematical Programming. Series A. Series B
7 Bayesian Analysis
6 Machine Learning
6 Statistical Methods and Applications
6 Statistical Analysis and Data Mining
5 The Canadian Journal of Statistics
5 Journal of Econometrics
5 Econometric Reviews
5 Neural Computation
5 European Journal of Operational Research
5 Statistical Modelling
5 Journal of Agricultural, Biological, and Environmental Statistics
4 Metrika
4 Physics Letters. A
4 Statistical Science
4 Annals of Operations Research
4 SIAM Journal on Optimization
4 Bernoulli
4 International Journal of Wavelets, Multiresolution and Information Processing
4 Advances in Data Analysis and Classification. ADAC
4 Optimization Letters
4 Journal of Probability and Statistics
3 Journal of Mathematical Physics
3 Scandinavian Journal of Statistics
3 Journal of Computational and Applied Mathematics
3 Statistica Neerlandica
3 Applied Numerical Mathematics
3 Acta Mathematicae Applicatae Sinica. English Series
3 Computers & Operations Research
3 Journal of Global Optimization
3 Mathematical Problems in Engineering
3 Abstract and Applied Analysis
3 Optimization Methods & Software
3 Australian & New Zealand Journal of Statistics
3 Journal of Applied Mathematics and Computing
3 Journal of Statistical Theory and Practice
3 Statistics Surveys
3 Journal of Business and Economic Statistics
3 Stat
2 International Statistical Review
2 Metron
2 Journal of Classification
2 International Journal of Approximate Reasoning
2 Annals of Physics
2 Pattern Recognition
2 Journal of Inequalities and Applications
2 Acta Mathematica Sinica. English Series
2 Econometric Theory
2 Journal of Statistical Mechanics: Theory and Experiment
2 Statistical Methodology
2 AStA. Advances in Statistical Analysis
2 Science China. Mathematics
2 Statistical Theory and Related Fields
1 The American Statistician
1 Applicable Analysis
1 Artificial Intelligence
1 Computers & Mathematics with Applications
1 Mathematical Notes
1 Psychometrika
1 Reports on Mathematical Physics
1 Fuzzy Sets and Systems
1 Illinois Journal of Mathematics
1 Operations Research
1 Siberian Mathematical Journal
1 Acta Mathematicae Applicatae Sinica
1 Insurance Mathematics & Economics
1 Advances in Mathematics (Beijing)
1 Optimization
1 Information and Computation
1 Journal of Economic Dynamics & Control
1 Economics Letters
1 Numerical Algorithms
1 Proceedings of the National Academy of Sciences of the United States of America
...and 40 more Serials

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