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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
all top 5

Co-Authors

11 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 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 Zhan, Jianming
3 Zhao, Peng
2 Arcones, Miguel A.
2 Barter, Rebecca L.
2 Braverman, Amy J.
2 Chang, S. Grace
2 Clothiaux, Eugene E.
2 Cui, Shaohua
2 Duan, Zhenhua
2 He, Yangbo
2 Huang, Meigen
2 Huo, Yanhao
2 Kang, Chuanze
2 Liang, Gang
2 Mairal, Julien
2 Miratrix, Luke W.
2 Munk, Axel
2 Qiu, Wenying
2 Rocha, Guilherme V.
2 Sekhon, Jasjeet S.
2 Singh, Chandan Kumar
2 Tian, Baoguang
2 Tian, Cong
2 Vetterli, Martin
2 Vu, Vincent Q.
2 Wang, Minghui
2 Wu, Huanrong
2 Wu, Siqi
2 Xin, Lihui
1 Abbasi-Asl, Reza
1 Anderes, Ethan B.
1 Ba, Kaixian
1 Balakrishnan, Sivaraman
1 Barinova, M. K.
1 Barnesmoore, Luke
1 Barron, Andrew Roger
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, Feng
1 Cao, Jin
1 Castro, Rui M.
1 Chatterjee, Sourav
1 Chen, Cheng
1 Chen, Gang
1 Chen, Zhonghui
1 Cheriyan, Joseph
1 Clavier, Sophie
1 Coates, Mark J.
1 Cui, Xiaowen
1 Dang, Pengfei
1 Davis, Drew
1 Denison, David D.
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 Hao, Mengyan
1 Haxell, Penny E.
1 Hishida, Koichi
1 Ho, Nhat
1 Holmes, Christopher C.
1 Hu, Ping
1 Jiang, Ming
1 Jiang, Nan
1 Jiang, Xin
1 Jiang, Yonglei
1 Jin, Lianjie
1 Jin, Zhengguo
1 Jordan, Michael Irwin
1 Joseph, Antony
1 Kasra Kermanshahi, Shabnam
1 Kass, Robert E.
...and 72 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 Statistical Science
3 Statistica Sinica
3 Mathematical Problems in Engineering
2 Journal of Fluid Mechanics
2 Physica A
2 Annals of Operations Research
2 Chaos
2 IEEE Transactions on Image Processing
2 Journal of Multiple-Valued Logic and Soft Computing
2 Journal of Statistical Mechanics: Theory and Experiment
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 Turkish Journal of Mathematics
1 Fractals
1 Bernoulli
1 Soft Computing
1 Geometry & Topology
1 Algebras and Representation Theory
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Algebraic & Geometric Topology
1 Journal of Intelligent and Fuzzy Systems
1 Mathematical Biosciences and Engineering
1 Journal of Industrial and Management Optimization
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 Journal of Computational and Graphical Statistics
1 Open Mathematics

Publications by Year

Citations contained in zbMATH Open

84 Publications have been cited 2,640 times in 2,040 Documents Cited by Year
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
476
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
188
2012
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
172
2011
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
160
2011
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
157
2009
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
131
2003
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
120
2009
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
107
2011
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
89
2000
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
88
2002
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
68
2010
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
67
1994
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
54
1994
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
54
2001
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
54
1998
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
52
2015
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
46
2012
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
41
2005
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
41
2000
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
40
2017
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
37
1995
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
34
2013
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
32
1997
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
25
1993
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
25
2006
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
21
2013
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
21
2007
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
21
2014
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
20
2016
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
19
1992
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
19
2013
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
18
2010
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
16
2019
Stability. Zbl 1440.62402
Yu, Bin
15
2013
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
15
1993
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
12
2015
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
12
2017
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
12
2009
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
12
2004
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
12
2019
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
11
2016
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
10
2000
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
8
2013
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
8
2016
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
7
2020
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
7
2018
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
7
2015
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
6
2016
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
6
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
6
2011
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
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
5
2013
Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063
Yu, Bin; Zhan, Jianming
5
2015
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
4
2016
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
4
2000
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
3
1996
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
3
2020
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
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
3
2020
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
3
2018
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
3
2020
An extended two-lane car-following model considering the influence of heterogeneous speed information on drivers with different characteristics under honk environment. Zbl 07461834
Yu, Bin; Zhou, Huixin; Wang, Lin; Wang, Zirui; Cui, Shaohua
3
2021
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
2
2013
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
2
2011
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
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
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
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
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
An extended visual angle car-following model considering the vehicle types in the adjacent lane. Zbl 07459835
Jiang, Nan; Yu, Bin; Cao, Feng; Dang, Pengfei; Cui, Shaohua
1
2021
Existence of an energy function for three-dimensional chaotic “Sink-source” cascades. Zbl 1476.37043
Barinova, M.; Grines, V.; Pochinka, O.; Yu, B.
1
2021
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
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
Binning in Gaussian kernel regularization. Zbl 1113.62051
Shi, Tao; Yu, Bin
1
2006
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
SGL-SVM: a novel method for tumor classification via support vector machine with sparse group lasso. Zbl 1429.92057
Huo, Yanhao; Xin, Lihui; Kang, Chuanze; Wang, Minghui; Ma, Qin; Yu, Bin
1
2020
Smale solenoid attractors and affine Hirsch foliations. Zbl 1500.37024
Yu, Bin
1
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
Composition of one-dimensional continuous functions and their Riemann-Liouville fractional integral. Zbl 1433.26010
Yu, Bin; Zhang, Tao; Yao, Lei; Zhao, Wei
1
2019
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
1
2017
Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452
Miratrix, Luke W.; Sekhon, Jasjeet S.; Yu, Bin
1
2013
An extended two-lane car-following model considering the influence of heterogeneous speed information on drivers with different characteristics under honk environment. Zbl 07461834
Yu, Bin; Zhou, Huixin; Wang, Lin; Wang, Zirui; Cui, Shaohua
3
2021
An extended visual angle car-following model considering the vehicle types in the adjacent lane. Zbl 07459835
Jiang, Nan; Yu, Bin; Cao, Feng; Dang, Pengfei; Cui, Shaohua
1
2021
Existence of an energy function for three-dimensional chaotic “Sink-source” cascades. Zbl 1476.37043
Barinova, M.; Grines, V.; Pochinka, O.; Yu, B.
1
2021
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
7
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
3
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
3
2020
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
3
2020
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
SGL-SVM: a novel method for tumor classification via support vector machine with sparse group lasso. Zbl 1429.92057
Huo, Yanhao; Xin, Lihui; Kang, Chuanze; Wang, Minghui; Ma, Qin; Yu, Bin
1
2020
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
16
2019
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
12
2019
Smale solenoid attractors and affine Hirsch foliations. Zbl 1500.37024
Yu, Bin
1
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
Composition of one-dimensional continuous functions and their Riemann-Liouville fractional integral. Zbl 1433.26010
Yu, Bin; Zhang, Tao; Yao, Lei; Zhao, Wei
1
2019
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
7
2018
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
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
3
2018
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
40
2017
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
12
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
20
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
11
2016
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
8
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
6
2016
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
4
2016
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
52
2015
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
12
2015
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
7
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
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
21
2014
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
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
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
34
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
21
2013
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
19
2013
Stability. Zbl 1440.62402
Yu, Bin
15
2013
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
8
2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
6
2013
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
5
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
Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452
Miratrix, Luke W.; Sekhon, Jasjeet S.; 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
188
2012
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
46
2012
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
172
2011
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
160
2011
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
107
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
6
2011
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
2
2011
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
68
2010
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
18
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
157
2009
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
120
2009
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
12
2009
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
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
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
21
2007
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
476
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
25
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
41
2005
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
12
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
131
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
88
2002
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
54
2001
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
89
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
54
1998
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
32
1997
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
3
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
37
1995
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
67
1994
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
54
1994
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
25
1993
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
15
1993
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
19
1992
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
all top 5

Cited by 3,499 Authors

41 Bühlmann, Peter
30 Fan, Jianqing
22 Van de Geer, Sara Anna
20 Tutz, Gerhard E.
20 Yu, Bin
19 Lian, Heng
19 Wainwright, Martin J.
18 Huang, Jian
17 Cai, Tony Tony
17 Tsybakov, Alexandre B.
17 Zhou, Harrison H.
16 Liu, Han
16 Priebe, Carey E.
13 Zhang, Cun-Hui
12 Levina, Elizaveta
11 Hothorn, Torsten
11 Tibshirani, Robert John
11 Zhu, Ji
11 Zou, Bin
11 Zou, Hui
10 Bradic, Jelena
10 Lecué, Guillaume
10 Meinshausen, Nicolai
10 Wang, Haiying
10 Yang, Yuehan
9 Bickel, Peter John
9 Dalalyan, Arnak S.
9 Leng, Chenlei
9 Yuan, Ming
9 Zhang, Hai
9 Zhang, Tong
9 Zhou, Dingxuan
8 Candès, Emmanuel J.
8 Gao, Chao
8 Lahiri, Soumendra Nath
8 Li, Runze
8 Lyzinski, Vince
8 Michailidis, George C.
8 Shojaie, Ali
8 Tang, Minh
8 Taylor, Jonathan E.
8 Verzelen, Nicolas
8 Wasserman, Larry Alan
8 Xu, Zongben
8 Zhu, Lixing
7 Amini, Arash Ali
7 Foygel Barber, Rina
7 Grünwald, Peter D.
7 Guo, Xiao
7 Jordan, Michael Irwin
7 Kolar, Mladen
7 Lei, Jing
7 Liu, Yufeng
7 Ma, Shuangge
7 Rinaldo, Alessandro
7 Rosasco, Lorenzo A.
7 Xue, Lingzhou
7 Yang, Yuhong
7 Zhao, Junlong
6 Antoniadis, Anestis
6 Bartlett, Peter L.
6 Bertsimas, Dimitris John
6 Dette, Holger
6 Fadili, Jalal M.
6 Ing, Ching-Kang
6 Jia, Jinzhu
6 Jiao, Yuling
6 Kim, Yongdai
6 Kwon, Sunghoon
6 Lee, Thomas C. M.
6 Li, Hongzhe
6 Li, Luoqing
6 Liu, Hanzhong
6 Lv, Jinchi
6 Negahban, Sahand N.
6 Pan, Shaohua
6 Raskutti, Garvesh
6 Ren, Zhao
6 Samworth, Richard J.
6 Seo, Myunghwan
6 Sussman, Daniel L.
6 Suzuki, Taiji
6 Wang, Mingqiu
6 Wang, Sijian
6 Wang, Weichen
6 Xing, Eric P.
5 Bi, Shujun
5 Biau, Gérard
5 Chandrasekaran, Venkat
5 De Vito, Ernesto
5 Fan, Yingying
5 Feng, Yunlong
5 Flegal, James M.
5 Han, Qiyang
5 Hastie, Trevor John
5 Jiang, Binyan
5 Jones, Galin L.
5 Kock, Anders Bredahl
5 Li, Ping
5 Li, Quefeng
...and 3,399 more Authors
all top 5

Cited in 249 Serials

258 The Annals of Statistics
148 Electronic Journal of Statistics
97 Computational Statistics and Data Analysis
82 Journal of Machine Learning Research (JMLR)
58 Journal of Statistical Planning and Inference
53 Journal of Multivariate Analysis
50 Journal of the American Statistical Association
50 The Annals of Applied Statistics
46 Bernoulli
44 Statistics and Computing
42 Journal of Econometrics
41 Statistical Science
35 Machine Learning
34 Journal of Computational and Graphical Statistics
27 Statistics & Probability Letters
21 Computational Statistics
21 Statistica Sinica
20 Communications in Statistics. Theory and Methods
20 International Journal of Wavelets, Multiresolution and Information Processing
19 Annals of the Institute of Statistical Mathematics
19 Journal of Statistical Computation and Simulation
19 Pattern Recognition
19 Statistical Papers
18 Test
17 Applied and Computational Harmonic Analysis
15 Communications in Statistics. Simulation and Computation
14 Neural Computation
14 Mathematical Programming. Series A. Series B
14 Journal of Nonparametric Statistics
13 Stochastic Processes and their Applications
13 Journal of the Royal Statistical Society. Series B. Statistical Methodology
13 Journal of Applied Statistics
12 Biometrics
12 Journal of the Korean Statistical Society
12 Statistical Analysis and Data Mining
11 Probability Theory and Related Fields
11 Journal of Complexity
11 Econometric Theory
11 Sankhyā. Series A
10 Automatica
10 Foundations of Computational Mathematics
10 SIAM Journal on Imaging Sciences
10 SIAM Journal on Mathematics of Data Science
9 Scandinavian Journal of Statistics
9 Econometric Reviews
9 Neural Networks
9 Science China. Mathematics
8 Inverse Problems
8 Applied Mathematics and Computation
8 Statistics
8 SIAM Journal on Optimization
8 SIAM Journal on Scientific Computing
8 Computational & Mathematical Methods in Medicine
7 Biometrical Journal
7 Journal of Mathematical Psychology
7 The Annals of Applied Probability
7 Journal of Mathematical Imaging and Vision
7 Computational Optimization and Applications
7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Statistical Methods and Applications
6 Artificial Intelligence
6 Operations Research
6 Journal of Time Series Analysis
6 International Journal of Approximate Reasoning
6 SIAM Journal on Matrix Analysis and Applications
6 Signal Processing
6 Multidimensional Systems and Signal Processing
6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
6 Data Mining and Knowledge Discovery
6 Statistical Modelling
6 Journal of Statistical Theory and Practice
6 Bayesian Analysis
5 Information Sciences
5 Journal of Scientific Computing
5 Proceedings of the National Academy of Sciences of the United States of America
5 Mathematical Problems in Engineering
5 Quantitative Finance
5 Statistics Surveys
5 Journal of Theoretical Biology
4 The Canadian Journal of Statistics
4 Computers & Mathematics with Applications
4 Psychometrika
4 Journal of Computational and Applied Mathematics
4 Theoretical Computer Science
4 Operations Research Letters
4 Circuits, Systems, and Signal Processing
4 Mathematical Methods of Statistics
4 Brazilian Journal of Probability and Statistics
4 Advances in Data Analysis and Classification. ADAC
4 EURASIP Journal on Advances in Signal Processing
4 Sankhyā. Series B
4 Information and Inference
3 Information Processing Letters
3 Journal of Computational Physics
3 Journal of the Franklin Institute
3 Journal of Mathematical Analysis and Applications
3 Metrika
3 Journal of Classification
3 Sequential Analysis
3 Constructive Approximation
...and 149 more Serials
all top 5

Cited in 43 Fields

1,628 Statistics (62-XX)
349 Computer science (68-XX)
295 Numerical analysis (65-XX)
189 Probability theory and stochastic processes (60-XX)
155 Operations research, mathematical programming (90-XX)
137 Information and communication theory, circuits (94-XX)
103 Combinatorics (05-XX)
68 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
68 Biology and other natural sciences (92-XX)
39 Linear and multilinear algebra; matrix theory (15-XX)
29 Harmonic analysis on Euclidean spaces (42-XX)
29 Systems theory; control (93-XX)
23 Functional analysis (46-XX)
21 Calculus of variations and optimal control; optimization (49-XX)
16 Partial differential equations (35-XX)
13 Operator theory (47-XX)
11 Geophysics (86-XX)
10 Dynamical systems and ergodic theory (37-XX)
10 Approximations and expansions (41-XX)
5 History and biography (01-XX)
5 Statistical mechanics, structure of matter (82-XX)
4 Ordinary differential equations (34-XX)
4 Convex and discrete geometry (52-XX)
4 Differential geometry (53-XX)
3 General and overarching topics; collections (00-XX)
3 Mathematical logic and foundations (03-XX)
3 Special functions (33-XX)
2 Integral equations (45-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 Potential theory (31-XX)
1 Difference and functional equations (39-XX)
1 Integral transforms, operational calculus (44-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Classical thermodynamics, heat transfer (80-XX)

Citations by Year

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