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Yu, Bin

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Author ID: yu.bin.1 Recent zbMATH articles by "Yu, Bin"
Published as: Yu, Bin; Yu, B.
Homepage: http://www.stat.berkeley.edu/~binyu/Site/Welcome.html
External Links: MGP · Wikidata · ResearchGate · dblp
Documents Indexed: 120 Publications since 1992, including 1 Book
all top 5

Co-Authors

9 single-authored
13 Wainwright, Martin J.
7 Bühlmann, Peter
6 Raskutti, Garvesh
5 Jia, Jinzhu
5 Speed, Terence Paul
4 Dwivedi, Raaz
3 Chen, Yuansi
3 Duan, Zhenhua
3 Hansen, Mark H.
3 Kumbier, Karl
3 Li, Qingguo
3 Liu, Hanzhong
3 Ma, Qin
3 Ravikumar, Pradeep
3 Rissanen, Jorma J.
3 Rohe, Karl
3 Shi, Tao
3 Tian, Cong
3 Zhan, Jianming
3 Zhao, Peng
2 Arcones, Miguel A.
2 Braverman, Amy J.
2 Chang, S. Grace
2 Clothiaux, Eugene E.
2 He, Yangbo
2 Huang, Meigen
2 Huo, Yanhao
2 Kang, Chuanze
2 Liang, Gang
2 Mairal, Julien
2 Munk, Axel
2 Qiu, Wenying
2 Rocha, Guilherme V.
2 Tian, Baoguang
2 Vetterli, Martin
2 Vu, Vincent Q.
2 Wang, Minghui
2 Wu, Huanrong
2 Wu, Siqi
2 Xin, Lihui
2 Zhang, Nan
1 Abbasi-Asl, Reza
1 Anderes, Ethan B.
1 Ba, Kaixian
1 Balakrishnan, Sivaraman
1 Barinova, M.
1 Barnesmoore, Luke
1 Barron, Andrew Roger
1 Barter, Rebecca
1 Basu, Sumanta
1 Bean, Derek
1 Béguin, François
1 Belkin, Mikhail
1 Benjamini, Yuval
1 Bickel, Peter John
1 Bloniarz, Adam
1 Bonatti, Christian
1 Cai, Tony Tony
1 Cao, Jin
1 Castro, Rui M.
1 Chatterjee, Sourav
1 Chen, Cheng
1 Chen, Zhonghui
1 Cheriyan, Joseph
1 Clavier, Sophie
1 Coates, Mark J.
1 Cui, Xiaowen
1 Davis, Drew
1 Denison, David D.
1 Du, Hongwei
1 Du, Junwei
1 El Karoui, Noureddine
1 Fu, Zhengxin
1 Gallant, Jack L.
1 Gao, Junjie
1 Gao, Zhengjie
1 Gawalt, Brian
1 Gong, Maoguo
1 Grines, Vyacheslav Zigmundovich
1 Haxell, Penny E.
1 Hishida, Koichi
1 Ho, Nhat
1 Holmes, Christopher C.
1 Hu, Ping
1 Jiang, Ming
1 Jiang, Xin
1 Jin, Zhengguo
1 Jordan, Michael Irwin
1 Joseph, Antony
1 Kasra Kermanshahi, Shabnam
1 Kass, Robert E.
1 Kay, Kendrick N.
1 Khamaru, Koulik
1 Kong, Xiangdong
1 Leoreanu-Fotea, Violeta
1 Li, Junquan
1 Li, Linying
1 Li, Shan
1 Lim, Chinghway
1 Liu, Bingqiang
...and 59 more Co-Authors
all top 5

Serials

15 The Annals of Statistics
14 Journal of Machine Learning Research (JMLR)
8 IEEE Transactions on Information Theory
7 Journal of the American Statistical Association
6 Proceedings of the National Academy of Sciences of the United States of America
5 The Annals of Applied Statistics
4 Journal of Theoretical Biology
3 Statistica Sinica
3 Mathematical Problems in Engineering
2 Journal of Fluid Mechanics
2 Statistical Science
2 Annals of Operations Research
2 Chaos
2 IEEE Transactions on Image Processing
2 Journal of Multiple-Valued Logic and Soft Computing
2 Oberwolfach Reports
2 Electronic Journal of Statistics
1 International Journal of Systems Science
1 Journal of the Franklin Institute
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Probability
1 Information Sciences
1 Journal of Statistical Planning and Inference
1 Theoretical Computer Science
1 Ergodic Theory and Dynamical Systems
1 Probability Theory and Related Fields
1 Journal of Theoretical Probability
1 SIAM Journal on Discrete Mathematics
1 Neural Computation
1 Designs, Codes and Cryptography
1 Test
1 Physics of Fluids
1 Fractals
1 Bernoulli
1 Soft Computing
1 Journal of Combinatorial Optimization
1 Geometry & Topology
1 Algebras and Representation Theory
1 Algebraic & Geometric Topology
1 Journal of Intelligent and Fuzzy Systems
1 Journal of Statistical Mechanics: Theory and Experiment
1 Mathematical Biosciences and Engineering
1 Lecture Notes in Statistics
1 Communications in Computational Physics
1 Journal of Nonlinear Science and Applications
1 Advances in Mathematical Physics
1 Journal of Numerical Mathematics and Stochastics
1 Open Mathematics

Publications by Year

Citations contained in zbMATH Open

77 Publications have been cited 2,288 times in 1,727 Documents Cited by Year
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
402
2006
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
151
2012
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
139
2011
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
138
2009
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
137
2011
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
116
2003
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
99
2009
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
92
2011
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
82
2000
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
74
2002
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
59
1994
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
54
2010
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
51
1998
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
48
2001
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
47
1994
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
41
2000
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
39
2012
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
36
2015
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
34
1995
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
34
2005
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
30
1997
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
27
2017
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
24
1993
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
24
2013
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
20
2006
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
20
2007
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
18
1992
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
18
2013
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
16
2014
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
14
1993
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
14
2016
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
13
2010
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
2004
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
11
2009
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
10
2013
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
10
2000
Stability. Zbl 1440.62402
Yu, Bin
9
2013
An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014
Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng
9
2016
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
9
2019
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
8
2015
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
6
2013
Predicting protein submitochondrial locations by incorporating the pseudo-position specific scoring matrix into the general Chou’s pseudo-amino acid composition. Zbl 1397.92228
Qiu, Wenying; Li, Shan; Cui, Xiaowen; Yu, Zhaomin; Wang, Minghui; Du, Junwei; Peng, Yanjun; Yu, Bin
6
2018
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
6
2017
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
6
2019
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
6
2016
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
5
2013
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
5
2011
Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063
Yu, Bin; Zhan, Jianming
5
2015
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
4
2000
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
4
2013
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
4
2020
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
3
2015
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
3
2018
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
3
2016
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
3
2016
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
2
1996
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
2
2013
Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121
Cai, W.-H.; Li, F.-C.; Zhang, H.-N.; Li, X.-B.; Yu, B.; Wei, J.-J.; Kawaguchi, Y.; Hishida, K.
2
2009
Contribution of viscosity to the circulation deposition in the Richtmyer-Meshkov instability. Zbl 1460.76323
Liu, Hao-Chen; Yu, Bin; Chen, Hao; Zhang, Bin; Xu, Hui; Liu, Hong
2
2020
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
2
2018
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
2009
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
2
2020
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
1
2014
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Binning in Gaussian kernel regularization. Zbl 1113.62051
Shi, Tao; Yu, Bin
1
2006
Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394
Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J.
1
2008
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
1
2011
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
1
2017
Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192
Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin
1
2019
Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382
Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin
1
2020
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
2014
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
4
2020
Contribution of viscosity to the circulation deposition in the Richtmyer-Meshkov instability. Zbl 1460.76323
Liu, Hao-Chen; Yu, Bin; Chen, Hao; Zhang, Bin; Xu, Hui; Liu, Hong
2
2020
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
2
2020
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382
Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin
1
2020
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
9
2019
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
6
2019
Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192
Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin
1
2019
Predicting protein submitochondrial locations by incorporating the pseudo-position specific scoring matrix into the general Chou’s pseudo-amino acid composition. Zbl 1397.92228
Qiu, Wenying; Li, Shan; Cui, Xiaowen; Yu, Zhaomin; Wang, Minghui; Du, Junwei; Peng, Yanjun; Yu, Bin
6
2018
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
3
2018
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
2
2018
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
27
2017
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
6
2017
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
1
2017
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
14
2016
An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014
Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng
9
2016
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
6
2016
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
3
2016
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
3
2016
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
36
2015
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
8
2015
Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063
Yu, Bin; Zhan, Jianming
5
2015
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
3
2015
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
16
2014
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
1
2014
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
2014
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
24
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
18
2013
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
10
2013
Stability. Zbl 1440.62402
Yu, Bin
9
2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
6
2013
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
5
2013
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
4
2013
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
2
2013
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
151
2012
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
39
2012
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
139
2011
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
137
2011
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
92
2011
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
5
2011
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
1
2011
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
54
2010
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
13
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
138
2009
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
99
2009
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
11
2009
Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121
Cai, W.-H.; Li, F.-C.; Zhang, H.-N.; Li, X.-B.; Yu, B.; Wei, J.-J.; Kawaguchi, Y.; Hishida, K.
2
2009
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
2009
Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394
Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J.
1
2008
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
20
2007
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
402
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
20
2006
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
Binning in Gaussian kernel regularization. Zbl 1113.62051
Shi, Tao; Yu, Bin
1
2006
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
34
2005
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
2004
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
116
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
74
2002
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
48
2001
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
82
2000
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
41
2000
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
10
2000
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
4
2000
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
51
1998
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
30
1997
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
2
1996
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
34
1995
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
59
1994
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
47
1994
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
24
1993
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
14
1993
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
18
1992
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
all top 5

Cited by 2,878 Authors

37 Bühlmann, Peter
27 Fan, Jianqing
22 Van de Geer, Sara Anna
20 Yu, Bin
19 Tutz, Gerhard E.
18 Wainwright, Martin J.
17 Huang, Jian
17 Lian, Heng
15 Liu, Han
15 Tsybakov, Alexandre B.
15 Zhou, Harrison H.
14 Cai, Tony Tony
13 Priebe, Carey E.
11 Zhang, Cun-Hui
10 Hothorn, Torsten
10 Lecué, Guillaume
10 Meinshausen, Nicolai
9 Bradic, Jelena
9 Dalalyan, Arnak S.
9 Tibshirani, Robert John
9 Yuan, Ming
9 Zhang, Tong
9 Zhou, Dingxuan
9 Zou, Bin
9 Zou, Hui
8 Bickel, Peter John
8 Candès, Emmanuel J.
8 Verzelen, Nicolas
8 Wang, Haiying
8 Xu, Zongben
8 Zhu, Ji
8 Zhu, Lixing
7 Amini, Arash Ali
7 Foygel Barber, Rina
7 Gao, Chao
7 Grünwald, Peter D.
7 Jordan, Michael Irwin
7 Lahiri, Soumendra Nath
7 Lei, Jing
7 Leng, Chenlei
7 Levina, Elizaveta
7 Li, Runze
7 Lyzinski, Vince
7 Ma, Shuangge
7 Tang, Minh
7 Taylor, Jonathan E.
7 Zhang, Hai
7 Zhao, Junlong
6 Bertsimas, Dimitris John
6 Dette, Holger
6 Kim, Yongdai
6 Kolar, Mladen
6 Li, Hongzhe
6 Li, Luoqing
6 Liu, Yufeng
6 Lv, Jinchi
6 Michailidis, George C.
6 Negahban, Sahand N.
6 Ren, Zhao
6 Rinaldo, Alessandro
6 Rosasco, Lorenzo A.
6 Suzuki, Taiji
6 Wang, Mingqiu
6 Wang, Sijian
6 Wang, Weichen
6 Wasserman, Larry Alan
6 Xing, Eric P.
6 Xue, Lingzhou
6 Yang, Yuehan
6 Yang, Yuhong
5 Antoniadis, Anestis
5 Biau, Gérard
5 Chandrasekaran, Venkat
5 Fadili, Jalal M.
5 Fan, Yingying
5 Feng, Yunlong
5 Flegal, James M.
5 Ing, Ching-Kang
5 Jiang, Binyan
5 Jones, Galin L.
5 Kwon, Sunghoon
5 Lee, Thomas C. M.
5 Li, Quefeng
5 Liao, Yuan
5 Lv, Shaogao
5 Meier, Lukas
5 Mendelson, Shahar
5 Pan, Shaohua
5 Peyré, Gabriel
5 Raskutti, Garvesh
5 Ravikumar, Pradeep
5 Rigollet, Philippe
5 Seo, Myunghwan
5 Shen, Xiaotong
5 Shojaie, Ali
5 Slawski, Martin
5 Sussman, Daniel L.
5 Suykens, Johan A. K.
5 Uhler, Caroline
5 Wu, Wei Biao
...and 2,778 more Authors
all top 5

Cited in 227 Serials

247 The Annals of Statistics
133 Electronic Journal of Statistics
85 Computational Statistics and Data Analysis
80 Journal of Machine Learning Research (JMLR)
55 Journal of Statistical Planning and Inference
50 Journal of the American Statistical Association
49 Journal of Multivariate Analysis
42 The Annals of Applied Statistics
38 Statistical Science
37 Journal of Econometrics
33 Bernoulli
31 Machine Learning
31 Statistics and Computing
26 Statistics & Probability Letters
19 Pattern Recognition
19 International Journal of Wavelets, Multiresolution and Information Processing
17 Annals of the Institute of Statistical Mathematics
16 Computational Statistics
16 Test
15 Applied and Computational Harmonic Analysis
14 Neural Computation
14 Journal of Statistical Computation and Simulation
13 Journal of Nonparametric Statistics
13 Journal of the Royal Statistical Society. Series B. Statistical Methodology
12 Biometrics
12 Mathematical Programming. Series A. Series B
12 Statistical Analysis and Data Mining
11 Probability Theory and Related Fields
11 Stochastic Processes and their Applications
11 Statistica Sinica
11 Econometric Theory
10 Journal of Complexity
10 Statistical Papers
9 Scandinavian Journal of Statistics
9 Communications in Statistics. Theory and Methods
9 Foundations of Computational Mathematics
9 Science China. Mathematics
8 Applied Mathematics and Computation
8 Automatica
8 Neural Networks
8 Journal of Applied Statistics
8 Computational & Mathematical Methods in Medicine
8 SIAM Journal on Imaging Sciences
7 Biometrical Journal
7 Journal of Mathematical Psychology
7 SIAM Journal on Optimization
7 Journal of Mathematical Imaging and Vision
6 Inverse Problems
6 Operations Research
6 Journal of Time Series Analysis
6 SIAM Journal on Matrix Analysis and Applications
6 Signal Processing
6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
6 Computational Optimization and Applications
6 SIAM Journal on Scientific Computing
6 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
6 Statistical Modelling
6 Bayesian Analysis
5 Information Sciences
5 Statistics
5 International Journal of Approximate Reasoning
5 Multidimensional Systems and Signal Processing
5 The Annals of Applied Probability
5 Mathematical Problems in Engineering
5 Quantitative Finance
5 Statistical Methods and Applications
5 Journal of the Korean Statistical Society
5 Sankhyā. Series A
5 Journal of Theoretical Biology
4 The Canadian Journal of Statistics
4 Computers & Mathematics with Applications
4 Theoretical Computer Science
4 Operations Research Letters
4 Circuits, Systems, and Signal Processing
4 Journal of Scientific Computing
4 Mathematical Methods of Statistics
4 Data Mining and Knowledge Discovery
4 Advances in Data Analysis and Classification. ADAC
4 EURASIP Journal on Advances in Signal Processing
4 Journal of Statistical Theory and Practice
4 Statistics Surveys
4 Information and Inference
3 Artificial Intelligence
3 Information Processing Letters
3 Journal of Computational Physics
3 Journal of the Franklin Institute
3 Journal of Mathematical Analysis and Applications
3 Journal of Computational and Applied Mathematics
3 Sequential Analysis
3 Constructive Approximation
3 Information and Computation
3 Journal of Theoretical Probability
3 Numerical Algorithms
3 Communications in Statistics. Simulation and Computation
3 Linear Algebra and its Applications
3 Proceedings of the National Academy of Sciences of the United States of America
3 Advances in Computational Mathematics
3 Australian & New Zealand Journal of Statistics
3 Computational Geosciences
3 Entropy
...and 127 more Serials
all top 5

Cited in 42 Fields

1,349 Statistics (62-XX)
319 Computer science (68-XX)
271 Numerical analysis (65-XX)
163 Probability theory and stochastic processes (60-XX)
134 Operations research, mathematical programming (90-XX)
120 Information and communication theory, circuits (94-XX)
87 Combinatorics (05-XX)
65 Biology and other natural sciences (92-XX)
54 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
32 Linear and multilinear algebra; matrix theory (15-XX)
29 Harmonic analysis on Euclidean spaces (42-XX)
24 Functional analysis (46-XX)
24 Systems theory; control (93-XX)
16 Calculus of variations and optimal control; optimization (49-XX)
12 Partial differential equations (35-XX)
12 Operator theory (47-XX)
10 Geophysics (86-XX)
9 Approximations and expansions (41-XX)
8 Dynamical systems and ergodic theory (37-XX)
5 History and biography (01-XX)
4 Convex and discrete geometry (52-XX)
3 General and overarching topics; collections (00-XX)
3 Mathematical logic and foundations (03-XX)
3 Special functions (33-XX)
3 Ordinary differential equations (34-XX)
3 Differential geometry (53-XX)
3 Statistical mechanics, structure of matter (82-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Optics, electromagnetic theory (78-XX)
2 Quantum theory (81-XX)
1 Number theory (11-XX)
1 Algebraic geometry (14-XX)
1 Group theory and generalizations (20-XX)
1 Real functions (26-XX)
1 Measure and integration (28-XX)
1 Integral transforms, operational calculus (44-XX)
1 Integral equations (45-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Mechanics of deformable solids (74-XX)
1 Classical thermodynamics, heat transfer (80-XX)

Citations by Year

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