Edit Profile (opens in new tab) Liu, Yufeng Co-Author Distance Author ID: liu.yufeng Published as: Liu, Yufeng; Liu, Y. F.; Liu, Yu Feng; Liu, Yu-Feng more...less Documents Indexed: 143 Publications since 1997 3 Contributions as Editor · 2 Further Contributions Co-Authors: 154 Co-Authors with 135 Joint Publications 4,203 Co-Co-Authors 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 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 Li, Quefeng 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, 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 1 Dean, Angela M. ...and 154 more Co-Authors all top 5 Serials 18 Journal of the American Statistical Association 9 Statistics and Its Interface 8 Statistica Sinica 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 all top 5 Fields 100 Statistics (62-XX) 35 Computer science (68-XX) 23 Group theory and generalizations (20-XX) 13 Numerical analysis (65-XX) 8 Operations research, mathematical programming (90-XX) 4 General and overarching topics; collections (00-XX) 4 Mechanics of deformable solids (74-XX) 4 Quantum theory (81-XX) 3 Mathematical logic and foundations (03-XX) 3 Partial differential equations (35-XX) 2 Associative rings and algebras (16-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) 1 Combinatorics (05-XX) 1 Ordinary differential equations (34-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Fluid mechanics (76-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 81 Publications have been cited 920 times in 693 Documents Cited by ▼ Year ▼ Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187 Fan, Jianqing; Lv, Jinchi 548 2008 Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138 Fan, Jianqing; Liao, Yuan; Mincheva, Martina 201 2013 Variable selection in quantile regression. Zbl 1166.62012 Wu, Yichao; Liu, Yufeng 144 2009 Robust truncated hinge loss support vector machines. Zbl 1469.62293 Wu, Yichao; Liu, Yufeng 78 2007 Linear or nonlinear? Automatic structure discovery for partially linear models. Zbl 1229.62051 Zhang, Hao Helen; Cheng, Guang; Liu, Yufeng 70 2011 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405 Li, Youjuan; Liu, Yufeng; Zhu, Ji 61 2007 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 Stepwise multiple quantile regression estimation using non-crossing constraints. Zbl 1245.62039 Wu, Yichao; Liu, Yufeng 28 2009 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 non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108 Liu, Yufeng; Wu, Yichao 27 2011 Hard or soft classification? Large-margin unified machines. Zbl 1396.62144 Liu, Yufeng; Zhang, Hao Helen; Wu, Yichao 26 2011 Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. Zbl 1259.62043 Lee, Wonyul; Liu, Yufeng 26 2012 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 19 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 14 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-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132 Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 13 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 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 11 2020 Estimating spatial covariance using penalised likelihood with weighted \(L_1\) penalty. Zbl 1172.62032 Zhu, Zhengyuan; Liu, Yufeng 11 2009 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 Joint estimation of multiple precision matrices with common structures. Zbl 1360.62274 Lee, Wonyul; Liu, Yufeng 9 2015 Robust model-free multiclass probability estimation. Zbl 1397.62236 Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 9 2010 Robust penalized logistic regression with truncated loss functions. Zbl 1219.62105 Park, Seo Young; Liu, Yufeng 9 2011 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 8 2022 On quantile regression in reproducing kernel Hilbert spaces with the data sparsity constraint. Zbl 1360.62201 Zhang, Chong; Liu, Yufeng; Wu, Yichao 8 2016 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 7 2019 Estimating individualized treatment rules for ordinal treatments. Zbl 1414.62436 Chen, Jingxiang; Fu, Haoda; He, Xuanyao; Kosorok, Michael R.; Liu, Yufeng 6 2018 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780 Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 6 2020 Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190 Yu, Guan; Li, Quefeng; Shen, Dinggang; Liu, Yufeng 6 2020 Bidirectional discrimination with application to data visualization. Zbl 1452.62449 Huang, Hanwen; Liu, Yufeng; Marron, J. S. 6 2012 Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467 Mo, Weibin; Qi, Zhengling; Liu, Yufeng 6 2021 Robust multicategory support vector machines using difference convex algorithm. Zbl 1397.90319 Zhang, Chong; Pham, Minh; Fu, Sheng; Liu, Yufeng 5 2018 Toeplitz operators on Dirichlet spaces. Zbl 1015.47020 Liu, Yu Feng; Sun, Shun Hua 5 2001 Intuitionistic fuzzy ordered information system. Zbl 1323.68516 Xu, Weihua; Liu, Yufeng; Li, Tongjun 5 2013 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 Statistical significance for hierarchical clustering. Zbl 1522.62165 Kimes, Patrick K.; Liu, Yufeng; Hayes, David Neil; Marron, James Stephen 5 2017 Graph-based sparse linear discriminant analysis for high-dimensional classification. Zbl 1417.62173 Liu, Jianyu; Yu, Guan; Liu, Yufeng 4 2019 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. 4 1997 Confidence intervals for sparse penalized regression with random designs. Zbl 1445.62181 Yu, Guan; Yin, Liang; Lu, Shu; Liu, Yufeng 4 2020 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 A novel finite difference scheme for Burgers’ equation on unbounded domains. Zbl 1353.65092 Zheng, Quan; Zhao, Xin; Liu, Yufeng 4 2017 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 On multicategory truncated-hinge-loss support vector machines. Zbl 1145.62049 Wu, Yichao; Liu, Yufeng 3 2007 On the effect and remedies of shrinkage on classification probability estimation. Zbl 07649197 Zhang, Chong; Liu, Yufeng; Wu, Zhengxiao 3 2013 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 Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics. Zbl 1506.62323 Xie, Yuying; Liu, Yufeng; Valdar, William 3 2016 Description of \(\mathfrak F\)-injectors of finite soluble groups. Zbl 1154.20011 Liu, Yufeng; Guo, Wenbin; Vorob’ev, N. T. 2 2008 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 Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. Zbl 07626789 Liu, Bin; Zhang, Xinsheng; Liu, Yufeng 2 2021 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 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 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 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 Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Zbl 07260581 Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R. 1 2016 Robust multicategory support matrix machines. Zbl 1415.90080 Qian, Chengde; Tran-Dinh, Quoc; Fu, Sheng; Zou, Changliang; Liu, Yufeng 1 2019 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 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 High dimensional change point inference: recent developments and extensions. Zbl 1493.62344 Liu, Bin; Zhang, Xinsheng; Liu, Yufeng 1 2022 Quasi-central Armendariz rings. Zbl 1494.16029 Liu, Yufeng; Chen, Weixing 1 2021 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 Kernel continuum regression. Zbl 1471.62107 Lee, Myung Hee; Liu, Yufeng 1 2013 Uncertainty measure of Atanassov’s intuitionistic fuzzy \(\mathcal{T}\) equivalence information systems. Zbl 1305.68183 Xu, Weihua; Liu, Yufeng; Sun, Wenxin 1 2014 Finite groups in which primary subgroups have cyclic cofactors. Zbl 1236.20016 Liu, Yufeng; Yi, Xiaolan 1 2011 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 Model free estimation of graphical model using gene expression data. Zbl 1475.62271 Yang, Jenny; Liu, Yang; Liu, Yufeng; Sun, Wei 1 2021 Ensemble estimation and variable selection with semiparametric regression models. Zbl 1441.62103 Shin, Sunyoung; Liu, Yufeng; Cole, Stephen R.; Fine, Jason P. 1 2020 Efficient multiple change point detection for high-dimensional generalized linear models. Zbl 07759546 Wang, Xianru; Liu, Bin; Zhang, Xinsheng; 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 8 2022 High dimensional change point inference: recent developments and extensions. Zbl 1493.62344 Liu, Bin; Zhang, Xinsheng; Liu, Yufeng 1 2022 Learning optimal distributionally robust individualized treatment rules. Zbl 1464.62467 Mo, Weibin; Qi, Zhengling; Liu, Yufeng 6 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 Simultaneous change point inference and structure recovery for high dimensional Gaussian graphical models. Zbl 07626789 Liu, Bin; Zhang, Xinsheng; 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 11 2020 A unified data-adaptive framework for high dimensional change point detection. Zbl 07554780 Liu, Bin; Zhou, Cheng; Zhang, Xinsheng; Liu, Yufeng 6 2020 Optimal sparse linear prediction for block-missing multi-modality data without imputation. Zbl 1441.62190 Yu, Guan; Li, Quefeng; Shen, Dinggang; 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 7 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 14 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 6 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 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 5 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 Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. Zbl 07260581 Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R. 1 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 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-enhanced sufficient dimension reduction for binary classification. Zbl 1299.62132 Shin, Seung Jun; Wu, Yichao; Zhang, Hao Helen; Liu, Yufeng 13 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 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 201 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 26 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 70 2011 Simultaneous multiple non-crossing quantile regression estimation using kernel constraints. Zbl 1359.62108 Liu, Yufeng; Wu, Yichao 27 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 9 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 144 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 548 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 19 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 78 2007 Quantile regression in reproducing kernel Hilbert spaces. Zbl 1284.62405 Li, Youjuan; Liu, Yufeng; Zhu, Ji 61 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 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. 4 1997 all cited Publications top 5 cited Publications all top 5 Cited by 1,323 Authors 41 Liu, Yufeng 24 Lian, Heng 14 Wu, Yichao 11 Marron, James Stephen 11 Shin, Seungjun 9 Wang, Junhui 9 Yu, Keming 8 Alhamzawi, Rahim 8 Bang, Sungwan 8 Le Thi, Hoai An 7 Ciuperca, Gabriela 7 Kosorok, Michael R. 7 Lin, Lu 7 Qiao, Xingye 6 Aoshima, Makoto 6 Fu, Haoda 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 Nakayama, Yugo 5 Park, Cheolwoo 5 Sherwood, Ben 5 Tang, Yanlin 5 Wang, Kangning 5 Zeng, Donglin 5 Zhang, Hao Helen 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, Shuangge 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 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 Li, Rui 3 Lu, Shu 3 Luo, Shikai 3 Mai, Qing 3 Park, Jinho 3 Parrella, Maria Lucia 3 Pham Dinh Tao 3 Sheng, Baohuai 3 Shi, Chengchun 3 Shim, Jooyong ...and 1,223 more Authors all top 5 Cited in 135 Serials 46 Computational Statistics and Data Analysis 38 Journal of the American Statistical Association 35 Journal of Multivariate Analysis 28 Biometrics 28 Electronic Journal of Statistics 22 Journal of Statistical Computation and Simulation 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 17 The Annals of Applied Statistics 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 Statistics and Computing 11 Biometrical Journal 11 Statistics & Probability Letters 11 Test 11 Statistical Papers 10 Statistica Sinica 9 Journal of Nonparametric Statistics 8 Annals of the Institute of Statistical Mathematics 8 Computational Statistics 7 Statistics 7 Neural Networks 7 Mathematical Programming. Series A. 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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 Journal of Business and Economic Statistics 2 Metron 2 Journal of Classification 2 International Journal of Approximate Reasoning 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 Statistics Surveys 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 Fuzzy Sets and Systems 1 Illinois Journal of Mathematics 1 International Statistical Review 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 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 SIAM Journal on Scientific Computing 1 Applied and Computational Harmonic Analysis ...and 35 more Serials all top 5 Cited in 33 Fields 610 Statistics (62-XX) 131 Computer science (68-XX) 58 Operations research, mathematical programming (90-XX) 54 Numerical analysis (65-XX) 19 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 13 Biology and other natural sciences (92-XX) 9 Functional analysis (46-XX) 5 Operator theory (47-XX) 5 Probability theory and stochastic processes (60-XX) 5 Information and communication theory, circuits (94-XX) 4 Systems theory; control (93-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Group theory and generalizations (20-XX) 3 Partial differential equations (35-XX) 2 Combinatorics (05-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Ordinary differential equations (34-XX) 2 Approximations and expansions (41-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Mechanics of particles and systems (70-XX) 2 Quantum theory (81-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Number theory (11-XX) 1 Associative rings and algebras (16-XX) 1 Topological groups, Lie groups (22-XX) 1 Measure and integration (28-XX) 1 Special functions (33-XX) 1 Integral equations (45-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Geophysics (86-XX) Citations by Year