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Author ID: liu.han Recent zbMATH articles by "Liu, Han"
Published as: Liu, Han
all top 5

Co-Authors

1 single-authored
13 Fan, Jianqing
12 Han, Fang
12 Lu, Junwei
12 Zhang, Tong
11 Zhao, Tuo
8 Ning, Yang
7 Lafferty, John D.
7 Wang, Zhaoran
6 Dai, Mimi
6 Fang, Ethan X.
6 Wasserman, Larry Alan
5 Kolar, Mladen
5 Li, Xingguo
5 Liu, Ding
5 Neykov, Matey
5 Tan, Kean Ming
4 Arora, Raman
4 Cheng, Guang
4 Critchley, Frank
4 He, Wei
4 Liu, Jiping
4 Liu, Xiaojing
4 Ma, Ji
4 Mateu, Jorge
4 Wang, Lie
4 Wu, Xiangyao
4 Yang, Zhuoran
4 Yuan, Xiaoming
4 Zhang, Xiaoru
3 Coad, D. Stephen
3 Haupt, Jarvis D.
3 He, Bingsheng
3 Li, Hong
3 Linton, Oliver Bruce
3 Vanderbei, Robert Joseph
3 Wang, Mengdi
3 Zhang, Siqi
3 Zhang, Xianchao
3 Zhang, Xiaotong
3 Zhao, Tianqi
3 Zhu, Ziwei
2 Başar, Tamer
2 Battey, Heather S.
2 Caffo, Brian S.
2 Fine, Jason Peter
2 He, Yihan
2 Holzmann, Hajo
2 Hong, Mingyi
2 Ke, Zheng Tracy
2 Lau, Tim Tsz-Kit
2 Liang, Yu
2 Liao, Yuan
2 Lin, Kevin Z.
2 Lu, Jing-Bin
2 Nguyen, Dao
2 Pang, Haotian
2 Porcu, Emilio
2 Roeder, Kathryn
2 Rosenblum, Michael G.
2 Samworth, Richard J.
2 Shen, Lian
2 Sun, Qiang
2 Wang, Weichen
2 Wu, Jinxin
2 Xi, Xiaoyong
2 Xiao, Zuoli
2 Zhang, Kaiqing
2 Zhang, Xinsheng
2 Zhou, Cheng
2 Zhou, Wenxin
2 Zou, Hui
1 Ahmad, Amir A.
1 Almgren, Ann S.
1 Arbel, Julyan
1 Arjas, Elja
1 Aston, John A. D.
1 Bailey, Natalia
1 Bao, Le
1 Beskos, Alexandros
1 Bevilacqua, Moreno
1 Bhalla, Amneet Pal Singh
1 Bigot, Jéremie
1 Bose, Koushiki
1 Bouveyron, Charles
1 Casarin, Roberto
1 Castro, Daniela
1 Chao, Shih-Kang
1 Chen, Shizhe
1 Chen, Shu
1 Chen, YiNing
1 Chopin, Nicolas
1 Christensen, H. M.
1 Cocea, Mihaela
1 Cook, Ralph Dennis
1 Crudu, Federico
1 Dang, Wei
1 Davies, Patrick Laurie
1 Dawid, Philip
1 de Carvalho, Miguel
1 Demetrescu, Matei
...and 241 more Co-Authors
all top 5

Serials

14 Journal of Machine Learning Research (JMLR)
13 The Annals of Statistics
11 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 Journal of the American Statistical Association
5 Mathematical Programming. Series A. Series B
4 IEEE Transactions on Information Theory
4 Biometrika
3 Control Theory & Applications
2 International Journal of Theoretical Physics
2 Journal of Fluid Mechanics
2 IEEE Transactions on Automatic Control
2 Information Sciences
2 Topology and its Applications
2 Statistical Science
2 Neural Networks
2 Bernoulli
2 IEEE Transactions on Image Processing
2 Electronic Journal of Statistics
2 Mathematical Programming Computation
1 International Journal of Modern Physics B
1 Journal of Computational Physics
1 Physica A
1 ZAMP. Zeitschrift für angewandte Mathematik und Physik
1 Biometrics
1 Journal of Differential Equations
1 Journal of Econometrics
1 Results in Mathematics
1 Journal of Sichuan University. Natural Science Edition
1 Chinese Annals of Mathematics. Series A
1 Journal of Wuhan University. Natural Science Edition
1 Journal of Nanjing University. Mathematical Biquarterly
1 Journal of Shanghai Jiaotong University (Chinese Edition)
1 Neural Computation
1 Journal de Mathématiques Pures et Appliquées. Neuvième Série
1 SIAM Journal on Optimization
1 Science in China. Series E
1 Mathematical Problems in Engineering
1 Mathematics and Mechanics of Solids
1 Journal of Nanjing Normal University. Natural Science Edition
1 The Econometrics Journal
1 Journal of Mathematical Fluid Mechanics
1 IEEE Transactions on Antennas and Propagation
1 Quantitative Finance
1 Acta Mathematica Scientia. Series A. (Chinese Edition)
1 Communications on Pure and Applied Analysis
1 Journal of Systems Engineering
1 Acta Mathematica Sinica. Chinese Series
1 Journal of Modern Dynamics
1 The Annals of Applied Statistics
1 Advances in Applied Mathematics and Mechanics
1 Fuzzy Systems and Mathematics
1 Information and Inference
1 Quantum Studies: Mathematics and Foundations
1 International Journal of Systems Science. Principles and Applications of Systems and Integration

Publications by Year

Citations contained in zbMATH Open

87 Publications have been cited 1,351 times in 1,011 Documents Cited by Year
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
199
2013
The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035
Liu, Han; Lafferty, John; Wasserman, Larry
105
2009
High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073
Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry
97
2012
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
93
2009
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
84
2014
A general theory of hypothesis tests and confidence regions for sparse high dimensional models. Zbl 1364.62128
Ning, Yang; Liu, Han
81
2017
Distributed testing and estimation under sparse high dimensional models. Zbl 1392.62060
Battey, Heather; Fan, Jianqing; Liu, Han; Lu, Junwei; Zhu, Ziwei
73
2018
A strictly contractive Peaceman-Rachford splitting method for convex programming. Zbl 1327.90210
He, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming
69
2014
A partially linear framework for massive heterogeneous data. Zbl 1358.62050
Zhao, Tianqi; Cheng, Guang; Liu, Han
54
2016
An overview of the estimation of large covariance and precision matrices. Zbl 1521.62083
Fan, Jianqing; Liao, Yuan; Liu, Han
50
2016
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems. Zbl 1302.62066
Wang, Zhaoran; Liu, Han; Zhang, Tong
40
2014
Generalized alternating direction method of multipliers: new theoretical insights and applications. Zbl 1353.90110
Fang, Ethan X.; He, Bingsheng; Liu, Han; Yuan, Xiaoming
40
2015
The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311
Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry
40
2012
Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings. With discussion and authors’ reply. Zbl 1414.62038
Ehm, Werner; Gneiting, Tilmann; Jordan, Alexander; Krüger, Fabian
40
2016
Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions. Zbl 1356.90099
Wang, Mengdi; Fang, Ethan X.; Liu, Han
35
2017
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
32
2015
Provable sparse tensor decomposition. Zbl 1411.62158
Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
31
2017
A direct estimation of high dimensional stationary vector autoregressions. Zbl 1351.62165
Han, Fang; Lu, Huanran; Liu, Han
30
2015
A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101
Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han
27
2018
A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154
Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han
24
2018
Testing and confidence intervals for high dimensional proportional hazards models. Zbl 1380.62240
Fang, Ethan X.; Ning, Yang; Liu, Han
23
2017
Distribution-free tests of independence in high dimensions. Zbl 07072330
Han, Fang; Chen, Shizhe; Liu, Han
22
2017
I-LAMM for sparse learning: simultaneous control of algorithmic complexity and statistical error. Zbl 1392.62215
Fan, Jianqing; Liu, Han; Sun, Qiang; Zhang, Tong
21
2018
Large covariance estimation through elliptical factor models. Zbl 1402.62124
Fan, Jianqing; Liu, Han; Wang, Weichen
21
2018
Scale-invariant sparse PCA on high-dimensional meta-elliptical data. Zbl 1367.62185
Han, Fang; Liu, Han
17
2014
The flare package for high dimensional linear regression and precision matrix estimation in R. Zbl 1337.62007
Li, Xingguo; Zhao, Tuo; Yuan, Xiaoming; Liu, Han
17
2015
CODA: high dimensional copula discriminant analysis. Zbl 1320.62145
Han, Fang; Zhao, Tuo; Liu, Han
17
2013
High dimensional semiparametric latent graphical model for mixed data. Zbl 1414.62179
Fan, Jianqing; Liu, Han; Ning, Yang; Zou, Hui
17
2017
Forest density estimation. Zbl 1280.62045
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry
16
2011
Joint estimation of multiple graphical models from high dimensional time series. Zbl 1414.62379
Qiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian
16
2016
Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution. Zbl 1359.62186
Han, Fang; Liu, Han
14
2017
TIGER: A tuning-insensitive approach for optimally estimating Gaussian graphical models. Zbl 1395.62007
Liu, Han; Wang, Lie
14
2017
Symmetry, saddle points, and global optimization landscape of nonconvex matrix factorization. Zbl 1432.90123
Li, Xingguo; Lu, Junwei; Arora, Raman; Haupt, Jarvis; Liu, Han; Wang, Zhaoran; Zhao, Tuo
14
2019
The FASTCLIME package for linear programming and large-scale precision matrix estimation in R. Zbl 1318.90002
Pang, Haotian; Liu, Han; Vanderbei, Robert
13
2014
ECA: high-dimensional elliptical component analysis in non-Gaussian distributions. Zbl 1398.62153
Han, Fang; Liu, Han
13
2018
Long time behavior of solutions to the 3D Hall-magneto-hydrodynamics system with one diffusion. Zbl 1412.35248
Dai, Mimi; Liu, Han
12
2019
Pathwise coordinate optimization for sparse learning: algorithm and theory. Zbl 1416.62413
Zhao, Tuo; Liu, Han; Zhang, Tong
10
2018
Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212
Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong
10
2018
A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285
Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis
10
2018
High-dimensional semiparametric bigraphical models. Zbl 1284.62327
Ning, Yang; Liu, Han
9
2013
Calibrated multivariate regression with application to neural semantic basis discovery. Zbl 1351.62135
Liu, Han; Wang, Lie; Zhao, Tuo
8
2015
Sparse nonparametric graphical models. Zbl 1331.62219
Lafferty, John; Liu, Han; Wasserman, Larry
8
2012
QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization. Zbl 1317.62054
Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy
8
2015
Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250
Kolar, Mladen; Liu, Han
7
2015
Calibrated precision matrix estimation for high-dimensional elliptical distributions. Zbl 1359.62194
Zhao, Tuo; Liu, Han
7
2014
On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. Zbl 1404.68112
Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi
7
2018
Near-optimal stochastic approximation for online principal component estimation. Zbl 1414.62214
Li, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong
6
2018
Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322
Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han
6
2016
Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772
Rosenblum, Michael; Fang, Ethan X.; Liu, Han
6
2020
Max-norm optimization for robust matrix recovery. Zbl 1414.90265
Fang, Ethan X.; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin
5
2018
Application of the strictly contractive Peaceman-Rachford splitting method to multi-block separable convex programming. Zbl 1372.65172
He, Bingsheng; Liu, Han; Lu, Juwei; Yuan, Xiaoming
5
2016
Refined modelling of the single-mode cylindrical Richtmyer-Meshkov instability. Zbl 1461.76341
Wu, Jinxin; Liu, Han; Xiao, Zuoli
5
2021
Combinatorial inference for graphical models. Zbl 1431.62072
Neykov, Matey; Lu, Junwei; Liu, Han
5
2019
Optimal tests of treatment effects for the overall population and two subpopulations in randomized trials, using sparse linear programming. Zbl 1368.62291
Rosenblum, Michael; Liu, Han; Yen, En-Hsu
4
2014
Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476
Lu, Junwei; Kolar, Mladen; Liu, Han
4
2020
Exploring the evolutionary mechanism of complex supply chain systems using evolving hypergraphs. Zbl 1514.90025
Suo, Qi; Guo, Jin-Li; Sun, Shiwei; Liu, Han
4
2018
A likelihood ratio framework for high-dimensional semiparametric regression. Zbl 1390.62066
Ning, Yang; Zhao, Tianqi; Liu, Han
3
2017
Revisiting compressed sensing: exploiting the efficiency of simplex and sparsification methods. Zbl 1353.65057
Vanderbei, Robert; Lin, Kevin; Liu, Han; Wang, Lie
3
2016
Robust ellipse fitting based on sparse combination of data points. Zbl 1373.94248
Liang, Junli; Zhang, Miaohua; Liu, Ding; Zeng, Xianju; Ojowu, Ode jun.; Zhao, Kexin; Li, Zhan; Liu, Han
3
2013
Sparse median graphs estimation in a high-dimensional semiparametric model. Zbl 1391.62128
Han, Fang; Han, Xiaoyan; Liu, Han; Caffo, Brian
3
2016
Robust inference of risks of large portfolios. Zbl 1443.62149
Fan, Jianqing; Han, Fang; Liu, Han; Vickers, Byron
3
2016
On semiparametric exponential family graphical models. Zbl 1412.62102
Yang, Zhuoran; Ning, Yang; Liu, Han
3
2018
Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach. Zbl 07073548
Fang, Ethan X.; Liu, Han; Wang, Mengdi
3
2019
Generalized frames and quotients of generalized frames. Zbl 1142.06307
Liu, Han; He, Wei
2
2007
Gearbox fault diagnosis of rolling mills using multiwavelet sliding window neighboring coefficient denoising and optimal blind deconvolution. Zbl 1422.74050
Yuan, Jing; He, ZhengJia; Zi, YanYang; Liu, Han
2
2009
Lawson compactness on function spaces of domains. Zbl 1191.06004
Liu, Bin; Xi, Xiaoyong; Liu, Han
2
2010
The nonlinear Jaynes-Cummings model for the multiphoton transition. Zbl 1387.81402
Liu, Xiao-Jing; Lu, Jing-Bin; Zhang, Si-Qi; Liu, Ji-Ping; Li, Hong; Liang, Yu; Ma, Ji; Weng, Yi-Jiao; Zhang, Qi-Rui; Liu, Han; Zhang, Xiao-Ru; Wu, Xiang-Yao
2
2018
Graph estimation from multi-attribute data. Zbl 1319.62113
Kolar, Mladen; Liu, Han; Xing, Eric P.
2
2014
Linear damping and depletion in flowing plasma with strong sheared magnetic fields. Zbl 1481.35335
Liu, Han; Masmoudi, Nader; Zhai, Cuili; Zhao, Weiren
2
2022
Property testing in high-dimensional Ising models. Zbl 1432.62039
Neykov, Matey; Liu, Han
2
2019
An extreme-value approach for testing the equality of large U-statistic based correlation matrices. Zbl 1431.62242
Zhou, Cheng; Han, Fang; Zhang, Xin-Sheng; Liu, Han
2
2019
On uniqueness and helicity conservation of weak solutions to the electron-MHD system. Zbl 1491.35333
Dai, Mimi; Krol, Jacob; Liu, Han
2
2022
On well-posedness of generalized Hall-magneto-hydrodynamics. Zbl 1492.35221
Dai, Mimi; Liu, Han
2
2022
A consistent adaptive level set framework for incompressible two-phase flows with high density ratios and high Reynolds numbers. Zbl 07660335
Zeng, Yadong; Liu, Han; Gao, Qiang; Almgren, Ann; Bhalla, Amneet Pal Singh; Shen, Lian
2
2023
Robust scatter matrix estimation for high dimensional distributions with heavy tail. Zbl 1486.62164
Lu, Junwei; Han, Fang; Liu, Han
2
2021
Research on system coherence evolution of different environmental models. Zbl 1391.81223
Zhang, Si-Qi; Lu, Jing-Bin; Li, Hong; Liu, Ji-Ping; Zhang, Xiao-Ru; Liu, Han; Liang, Yu; Ma, Ji; Liu, Xiao-Jing; Wu, Xiang-Yao
2
2018
A semiparametric graphical modelling approach for large-scale equity selection. Zbl 1468.91150
Liu, Han; Mulvey, John; Zhao, Tianqi
2
2016
Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198
Lu, Junwei; Kolar, Mladen; Liu, Han
2
2018
Efficient, certifiably optimal clustering with applications to latent variable graphical models. Zbl 1415.90072
Eisenach, Carson; Liu, Han
2
2019
An efficient method to estimate labelled sample size for transductive LDA(QDA/MDA) based on Bayes risk. Zbl 1132.68574
Liu, Han; Yuan, Xiaobin; Tang, Qianying; Kustra, Rafal
1
2004
Folding deformation modeling and simulation of 4D printed bilayer structures considering the thickness ratio. Zbl 1446.74172
Liu, Zhenyu; Liu, Han; Duan, Guifang; Tan, Jianrong
1
2020
Agnostic estimation for phase retrieval. Zbl 1510.94058
Neykov, Matey; Wang, Zhaoran; Liu, Han
1
2020
Covariance-based sample selection for heterogeneous data: applications to gene expression and autism risk gene detection. Zbl 1457.62227
Lin, Kevin Z.; Liu, Han; Roeder, Kathryn
1
2021
Low modes regularity criterion for a chemotaxis-Navier-Stokes system. Zbl 1433.76032
Dai, Mimi; Liu, Han
1
2020
Possible world based consistency learning model for clustering and classifying uncertain data. Zbl 1434.68424
Liu, Han; Zhang, Xianchao; Zhang, Xiaotong
1
2018
Layer-wise learning strategy for nonparametric tensor product smoothing spline regression and graphical models. Zbl 1434.68459
Tan, Kean Ming; Lu, Junwei; Zhang, Tong; Liu, Han
1
2019
Heterogeneity adjustment with applications to graphical model inference. Zbl 1409.62124
Fan, Jianqing; Liu, Han; Wang, Weichen; Zhu, Ziwei
1
2018
A consistent adaptive level set framework for incompressible two-phase flows with high density ratios and high Reynolds numbers. Zbl 07660335
Zeng, Yadong; Liu, Han; Gao, Qiang; Almgren, Ann; Bhalla, Amneet Pal Singh; Shen, Lian
2
2023
Linear damping and depletion in flowing plasma with strong sheared magnetic fields. Zbl 1481.35335
Liu, Han; Masmoudi, Nader; Zhai, Cuili; Zhao, Weiren
2
2022
On uniqueness and helicity conservation of weak solutions to the electron-MHD system. Zbl 1491.35333
Dai, Mimi; Krol, Jacob; Liu, Han
2
2022
On well-posedness of generalized Hall-magneto-hydrodynamics. Zbl 1492.35221
Dai, Mimi; Liu, Han
2
2022
Refined modelling of the single-mode cylindrical Richtmyer-Meshkov instability. Zbl 1461.76341
Wu, Jinxin; Liu, Han; Xiao, Zuoli
5
2021
Robust scatter matrix estimation for high dimensional distributions with heavy tail. Zbl 1486.62164
Lu, Junwei; Han, Fang; Liu, Han
2
2021
Covariance-based sample selection for heterogeneous data: applications to gene expression and autism risk gene detection. Zbl 1457.62227
Lin, Kevin Z.; Liu, Han; Roeder, Kathryn
1
2021
Optimal, two-stage, adaptive enrichment designs for randomized trials, using sparse linear programming. Zbl 07554772
Rosenblum, Michael; Fang, Ethan X.; Liu, Han
6
2020
Kernel meets sieve: post-regularization confidence bands for sparse additive model. Zbl 1453.62476
Lu, Junwei; Kolar, Mladen; Liu, Han
4
2020
Folding deformation modeling and simulation of 4D printed bilayer structures considering the thickness ratio. Zbl 1446.74172
Liu, Zhenyu; Liu, Han; Duan, Guifang; Tan, Jianrong
1
2020
Agnostic estimation for phase retrieval. Zbl 1510.94058
Neykov, Matey; Wang, Zhaoran; Liu, Han
1
2020
Low modes regularity criterion for a chemotaxis-Navier-Stokes system. Zbl 1433.76032
Dai, Mimi; Liu, Han
1
2020
Symmetry, saddle points, and global optimization landscape of nonconvex matrix factorization. Zbl 1432.90123
Li, Xingguo; Lu, Junwei; Arora, Raman; Haupt, Jarvis; Liu, Han; Wang, Zhaoran; Zhao, Tuo
14
2019
Long time behavior of solutions to the 3D Hall-magneto-hydrodynamics system with one diffusion. Zbl 1412.35248
Dai, Mimi; Liu, Han
12
2019
Combinatorial inference for graphical models. Zbl 1431.62072
Neykov, Matey; Lu, Junwei; Liu, Han
5
2019
Blessing of massive scale: spatial graphical model estimation with a total cardinality constraint approach. Zbl 07073548
Fang, Ethan X.; Liu, Han; Wang, Mengdi
3
2019
Property testing in high-dimensional Ising models. Zbl 1432.62039
Neykov, Matey; Liu, Han
2
2019
An extreme-value approach for testing the equality of large U-statistic based correlation matrices. Zbl 1431.62242
Zhou, Cheng; Han, Fang; Zhang, Xin-Sheng; Liu, Han
2
2019
Efficient, certifiably optimal clustering with applications to latent variable graphical models. Zbl 1415.90072
Eisenach, Carson; Liu, Han
2
2019
Layer-wise learning strategy for nonparametric tensor product smoothing spline regression and graphical models. Zbl 1434.68459
Tan, Kean Ming; Lu, Junwei; Zhang, Tong; Liu, Han
1
2019
Distributed testing and estimation under sparse high dimensional models. Zbl 1392.62060
Battey, Heather; Fan, Jianqing; Liu, Han; Lu, Junwei; Zhu, Ziwei
73
2018
A unified theory of confidence regions and testing for high-dimensional estimating equations. Zbl 1403.62101
Neykov, Matey; Ning, Yang; Liu, Jun S.; Liu, Han
27
2018
A new perspective on robust \(M\)-estimation: finite sample theory and applications to dependence-adjusted multiple testing. Zbl 1409.62154
Zhou, Wen-Xin; Bose, Koushiki; Fan, Jianqing; Liu, Han
24
2018
I-LAMM for sparse learning: simultaneous control of algorithmic complexity and statistical error. Zbl 1392.62215
Fan, Jianqing; Liu, Han; Sun, Qiang; Zhang, Tong
21
2018
Large covariance estimation through elliptical factor models. Zbl 1402.62124
Fan, Jianqing; Liu, Han; Wang, Weichen
21
2018
ECA: high-dimensional elliptical component analysis in non-Gaussian distributions. Zbl 1398.62153
Han, Fang; Liu, Han
13
2018
Pathwise coordinate optimization for sparse learning: algorithm and theory. Zbl 1416.62413
Zhao, Tuo; Liu, Han; Zhang, Tong
10
2018
Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow. Zbl 1407.62212
Tan, Kean Ming; Wang, Zhaoran; Liu, Han; Zhang, Tong
10
2018
A convex formulation for high-dimensional sparse sliced inverse regression. Zbl 1506.62285
Tan, Kean Ming; Wang, Zhaoran; Zhang, Tong; Liu, Han; Cook, R. Dennis
10
2018
On faster convergence of cyclic block coordinate descent-type methods for strongly convex minimization. Zbl 1404.68112
Li, Xingguo; Zhao, Tuo; Arora, Raman; Liu, Han; Hong, Mingyi
7
2018
Near-optimal stochastic approximation for online principal component estimation. Zbl 1414.62214
Li, Chris Junchi; Wang, Mengdi; Liu, Han; Zhang, Tong
6
2018
Max-norm optimization for robust matrix recovery. Zbl 1414.90265
Fang, Ethan X.; Liu, Han; Toh, Kim-Chuan; Zhou, Wen-Xin
5
2018
Exploring the evolutionary mechanism of complex supply chain systems using evolving hypergraphs. Zbl 1514.90025
Suo, Qi; Guo, Jin-Li; Sun, Shiwei; Liu, Han
4
2018
On semiparametric exponential family graphical models. Zbl 1412.62102
Yang, Zhuoran; Ning, Yang; Liu, Han
3
2018
The nonlinear Jaynes-Cummings model for the multiphoton transition. Zbl 1387.81402
Liu, Xiao-Jing; Lu, Jing-Bin; Zhang, Si-Qi; Liu, Ji-Ping; Li, Hong; Liang, Yu; Ma, Ji; Weng, Yi-Jiao; Zhang, Qi-Rui; Liu, Han; Zhang, Xiao-Ru; Wu, Xiang-Yao
2
2018
Research on system coherence evolution of different environmental models. Zbl 1391.81223
Zhang, Si-Qi; Lu, Jing-Bin; Li, Hong; Liu, Ji-Ping; Zhang, Xiao-Ru; Liu, Han; Liang, Yu; Ma, Ji; Liu, Xiao-Jing; Wu, Xiang-Yao
2
2018
Post-regularization inference for time-varying nonparanormal graphical models. Zbl 1473.62198
Lu, Junwei; Kolar, Mladen; Liu, Han
2
2018
Possible world based consistency learning model for clustering and classifying uncertain data. Zbl 1434.68424
Liu, Han; Zhang, Xianchao; Zhang, Xiaotong
1
2018
Heterogeneity adjustment with applications to graphical model inference. Zbl 1409.62124
Fan, Jianqing; Liu, Han; Wang, Weichen; Zhu, Ziwei
1
2018
A general theory of hypothesis tests and confidence regions for sparse high dimensional models. Zbl 1364.62128
Ning, Yang; Liu, Han
81
2017
Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions. Zbl 1356.90099
Wang, Mengdi; Fang, Ethan X.; Liu, Han
35
2017
Provable sparse tensor decomposition. Zbl 1411.62158
Sun, Will Wei; Lu, Junwei; Liu, Han; Cheng, Guang
31
2017
Testing and confidence intervals for high dimensional proportional hazards models. Zbl 1380.62240
Fang, Ethan X.; Ning, Yang; Liu, Han
23
2017
Distribution-free tests of independence in high dimensions. Zbl 07072330
Han, Fang; Chen, Shizhe; Liu, Han
22
2017
High dimensional semiparametric latent graphical model for mixed data. Zbl 1414.62179
Fan, Jianqing; Liu, Han; Ning, Yang; Zou, Hui
17
2017
Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution. Zbl 1359.62186
Han, Fang; Liu, Han
14
2017
TIGER: A tuning-insensitive approach for optimally estimating Gaussian graphical models. Zbl 1395.62007
Liu, Han; Wang, Lie
14
2017
A likelihood ratio framework for high-dimensional semiparametric regression. Zbl 1390.62066
Ning, Yang; Zhao, Tianqi; Liu, Han
3
2017
A partially linear framework for massive heterogeneous data. Zbl 1358.62050
Zhao, Tianqi; Cheng, Guang; Liu, Han
54
2016
An overview of the estimation of large covariance and precision matrices. Zbl 1521.62083
Fan, Jianqing; Liao, Yuan; Liu, Han
50
2016
Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings. With discussion and authors’ reply. Zbl 1414.62038
Ehm, Werner; Gneiting, Tilmann; Jordan, Alexander; Krüger, Fabian
40
2016
Joint estimation of multiple graphical models from high dimensional time series. Zbl 1414.62379
Qiu, Huitong; Han, Fang; Liu, Han; Caffo, Brian
16
2016
Replicates in high dimensions, with applications to latent variable graphical models. Zbl 1506.62322
Tan, Kean Ming; Ning, Yang; Witten, Daniela M.; Liu, Han
6
2016
Application of the strictly contractive Peaceman-Rachford splitting method to multi-block separable convex programming. Zbl 1372.65172
He, Bingsheng; Liu, Han; Lu, Juwei; Yuan, Xiaoming
5
2016
Revisiting compressed sensing: exploiting the efficiency of simplex and sparsification methods. Zbl 1353.65057
Vanderbei, Robert; Lin, Kevin; Liu, Han; Wang, Lie
3
2016
Sparse median graphs estimation in a high-dimensional semiparametric model. Zbl 1391.62128
Han, Fang; Han, Xiaoyan; Liu, Han; Caffo, Brian
3
2016
Robust inference of risks of large portfolios. Zbl 1443.62149
Fan, Jianqing; Han, Fang; Liu, Han; Vickers, Byron
3
2016
A semiparametric graphical modelling approach for large-scale equity selection. Zbl 1468.91150
Liu, Han; Mulvey, John; Zhao, Tianqi
2
2016
Generalized alternating direction method of multipliers: new theoretical insights and applications. Zbl 1353.90110
Fang, Ethan X.; He, Bingsheng; Liu, Han; Yuan, Xiaoming
40
2015
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
32
2015
A direct estimation of high dimensional stationary vector autoregressions. Zbl 1351.62165
Han, Fang; Lu, Huanran; Liu, Han
30
2015
The flare package for high dimensional linear regression and precision matrix estimation in R. Zbl 1337.62007
Li, Xingguo; Zhao, Tuo; Yuan, Xiaoming; Liu, Han
17
2015
Calibrated multivariate regression with application to neural semantic basis discovery. Zbl 1351.62135
Liu, Han; Wang, Lie; Zhao, Tuo
8
2015
QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization. Zbl 1317.62054
Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy
8
2015
Optimal feature selection in high-dimensional discriminant analysis. Zbl 1359.62250
Kolar, Mladen; Liu, Han
7
2015
Multiscale change point inference. With discussion and authors’ reply. Zbl 1411.62065
Frick, Klaus; Munk, Axel; Sieling, Hannes
84
2014
A strictly contractive Peaceman-Rachford splitting method for convex programming. Zbl 1327.90210
He, Bingsheng; Liu, Han; Wang, Zhaoran; Yuan, Xiaoming
69
2014
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems. Zbl 1302.62066
Wang, Zhaoran; Liu, Han; Zhang, Tong
40
2014
Scale-invariant sparse PCA on high-dimensional meta-elliptical data. Zbl 1367.62185
Han, Fang; Liu, Han
17
2014
The FASTCLIME package for linear programming and large-scale precision matrix estimation in R. Zbl 1318.90002
Pang, Haotian; Liu, Han; Vanderbei, Robert
13
2014
Calibrated precision matrix estimation for high-dimensional elliptical distributions. Zbl 1359.62194
Zhao, Tuo; Liu, Han
7
2014
Optimal tests of treatment effects for the overall population and two subpopulations in randomized trials, using sparse linear programming. Zbl 1368.62291
Rosenblum, Michael; Liu, Han; Yen, En-Hsu
4
2014
Graph estimation from multi-attribute data. Zbl 1319.62113
Kolar, Mladen; Liu, Han; Xing, Eric P.
2
2014
Large covariance estimation by thresholding principal orthogonal complements. With discussion and authors’ reply. Zbl 1411.62138
Fan, Jianqing; Liao, Yuan; Mincheva, Martina
199
2013
CODA: high dimensional copula discriminant analysis. Zbl 1320.62145
Han, Fang; Zhao, Tuo; Liu, Han
17
2013
High-dimensional semiparametric bigraphical models. Zbl 1284.62327
Ning, Yang; Liu, Han
9
2013
Robust ellipse fitting based on sparse combination of data points. Zbl 1373.94248
Liang, Junli; Zhang, Miaohua; Liu, Ding; Zeng, Xianju; Ojowu, Ode jun.; Zhao, Kexin; Li, Zhan; Liu, Han
3
2013
High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073
Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry
97
2012
The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311
Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry
40
2012
Sparse nonparametric graphical models. Zbl 1331.62219
Lafferty, John; Liu, Han; Wasserman, Larry
8
2012
Forest density estimation. Zbl 1280.62045
Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry
16
2011
Lawson compactness on function spaces of domains. Zbl 1191.06004
Liu, Bin; Xi, Xiaoyong; Liu, Han
2
2010
The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035
Liu, Han; Lafferty, John; Wasserman, Larry
105
2009
Sparse additive models. Zbl 1411.62107
Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry
93
2009
Gearbox fault diagnosis of rolling mills using multiwavelet sliding window neighboring coefficient denoising and optimal blind deconvolution. Zbl 1422.74050
Yuan, Jing; He, ZhengJia; Zi, YanYang; Liu, Han
2
2009
Generalized frames and quotients of generalized frames. Zbl 1142.06307
Liu, Han; He, Wei
2
2007
An efficient method to estimate labelled sample size for transductive LDA(QDA/MDA) based on Bayes risk. Zbl 1132.68574
Liu, Han; Yuan, Xiaobin; Tang, Qianying; Kustra, Rafal
1
2004
all top 5

Cited by 1,900 Authors

33 Liu, Han
23 Fan, Jianqing
16 Li, Lexin
16 Li, Runze
16 Lian, Heng
15 Huang, Jian
13 Yuan, Xiaoming
11 Cai, Tony Tony
11 Han, Fang
10 Shojaie, Ali
10 Sun, Qiang
9 Chen, Xi
9 Fang, Ethan X.
9 He, Yong
9 Lu, Junwei
8 Jiao, Yuling
8 Mai, Qing
8 Ren, Zhao
8 Sun, Min
8 Zhang, Xinsheng
7 Bradic, Jelena
7 Gonçalves, Max L. N.
7 Jian, Jinbao
7 Liu, Yanyan
7 Wang, Kangning
7 Wang, Mengdi
7 Zhang, Tong
7 Zhou, Wen-Xin
6 Cheng, Guang
6 Ghosal, Subhashis
6 He, Bingsheng
6 Kolar, Mladen
6 Li, Min
6 Lin, Yuanyuan
6 Lv, Shaogao
6 Ma, Feng
6 Melo, Jefferson G.
6 Shi, Chengchun
6 Song, Rui
6 Sun, Will Wei
6 Wang, Hansheng
6 Wu, Zhongming
5 Bühlmann, Peter
5 Dai, Mimi
5 Drton, Mathias
5 Gaynanova, Irina
5 Gijbels, Irène
5 Han, Deren
5 Jiang, Binyan
5 Li, Bing
5 Li, Shaomin
5 Li, Xinxin
5 Lim, Johan
5 Liu, Hongcheng
5 Liu, Jing
5 Liu, Yufeng
5 Lu, Wenbin
5 Ma, Yanyuan
5 Ning, Yang
5 Solea, Eftychia
5 Tan, Kean Ming
5 Wang, Lei
5 Wang, Weichen
5 Xia, Yin
5 Xue, Lingzhou
5 Ye, Yinyu
5 Zhang, Haixiang
5 Zheng, Zemin
5 Zhu, Liping
5 Zhu, Ziwei
5 Zou, Hui
4 Antoniadis, Anestis
4 Chen, Li-Pang
4 Claeskens, Gerda
4 Deng, Zhao
4 Jiang, Bai
4 Kang, Lican
4 Li, Quefeng
4 Li, Yang
4 Liang, Hua
4 Lin, Lu
4 Liu, Jin
4 Liu, Pengjie
4 Lu, Xiliang
4 Ma, Shuangge
4 Neykov, Matey
4 Park, Seongoh
4 Pircalabelu, Eugen
4 Purutçuoğlu, Vilda
4 Ruszczyński, Andrzej
4 Shen, Yuan
4 Tsay, Ruey S.
4 Wang, Cheng
4 Wang, Lan
4 Wang, Yiju
4 Wang, Zhaojun
4 Wit, Ernst C.
4 Witten, Daniela M.
4 Wu, Yuanshan
4 Xia, Dong
...and 1,800 more Authors
all top 5

Cited in 176 Serials

84 The Annals of Statistics
83 Journal of the American Statistical Association
48 Journal of Multivariate Analysis
48 Computational Statistics and Data Analysis
42 Journal of Machine Learning Research (JMLR)
40 Electronic Journal of Statistics
34 Journal of Econometrics
30 Statistica Sinica
29 Biometrics
21 SIAM Journal on Optimization
21 Statistics and Computing
19 Journal of Statistical Computation and Simulation
19 Journal of Computational and Graphical Statistics
17 Mathematical Programming. Series A. Series B
16 Bernoulli
12 Journal of Computational and Applied Mathematics
12 Journal of Statistical Planning and Inference
12 Statistical Science
11 Statistics & Probability Letters
10 The Annals of Applied Statistics
10 Science China. Mathematics
10 Bayesian Analysis
9 Journal of Optimization Theory and Applications
9 Computational Statistics
9 Computational Optimization and Applications
9 Journal of Inequalities and Applications
9 Journal of Applied Statistics
8 The Canadian Journal of Statistics
8 Scandinavian Journal of Statistics
8 Communications in Statistics. Theory and Methods
7 Applied Mathematics and Computation
7 Journal of Scientific Computing
7 Machine Learning
7 Journal of Global Optimization
7 Journal of Industrial and Management Optimization
6 Annals of the Institute of Statistical Mathematics
6 Communications in Statistics. Simulation and Computation
6 Journal of Business and Economic Statistics
6 Journal of the Operations Research Society of China
5 Physica A
5 Neural Computation
5 Statistical Theory and Related Fields
4 Journal of Fluid Mechanics
4 Statistics
4 International Journal of Computer Mathematics
4 Test
4 Statistical Papers
4 Journal of the Royal Statistical Society. Series B. Statistical Methodology
4 Journal of Applied Mathematics and Computing
4 Statistical Methods and Applications
4 Journal of the Korean Statistical Society
4 SIAM Journal on Imaging Sciences
3 Mathematics of Computation
3 Information Sciences
3 Operations Research
3 SIAM Journal on Numerical Analysis
3 Physica D
3 Optimization
3 European Journal of Operational Research
3 Applied and Computational Harmonic Analysis
3 Journal of Nonparametric Statistics
3 Journal of Mathematical Fluid Mechanics
3 Acta Mathematica Sinica. English Series
3 Econometric Theory
3 Statistical Applications in Genetics and Molecular Biology
3 Analysis and Applications (Singapore)
3 Optimization Letters
3 Journal of Statistical Theory and Practice
3 Sankhyā. Series A
3 Japanese Journal of Statistics and Data Science
3 SIAM Journal on Mathematics of Data Science
2 International Journal of Theoretical Physics
2 Inverse Problems
2 Journal of Computational Physics
2 Metrika
2 ZAMP. Zeitschrift für angewandte Mathematik und Physik
2 Automatica
2 Calcolo
2 Journal of Differential Equations
2 SIAM Journal on Control and Optimization
2 Journal of Time Series Analysis
2 Journal of Classification
2 Applied Numerical Mathematics
2 Journal of Complexity
2 Econometric Reviews
2 Journal of Theoretical Probability
2 Numerical Algorithms
2 Linear Algebra and its Applications
2 Journal of Mathematical Imaging and Vision
2 Journal of Mathematical Sciences (New York)
2 Computational and Applied Mathematics
2 INFORMS Journal on Computing
2 Mathematical Problems in Engineering
2 Journal of High Energy Physics
2 Brazilian Journal of Probability and Statistics
2 Quantitative Finance
2 Statistics Surveys
2 SMAI Journal of Computational Mathematics
1 Archive for Rational Mechanics and Analysis
1 Communications on Pure and Applied Mathematics
...and 76 more Serials

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