Edit Profile (opens in new tab) Yu, Bin Compute Distance To: Compute Author ID: yu.bin.1 Published as: Yu, Bin; Yu, B. Homepage: http://www.stat.berkeley.edu/~binyu/Site/Welcome.html External Links: MGP · Wikidata · ResearchGate · dblp Documents Indexed: 121 Publications since 1992 4 Contributions as Editor Co-Authors: 72 Co-Authors with 66 Joint Publications 1,844 Co-Co-Authors 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 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 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, 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. 1 Kay, Kendrick N. ...and 67 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 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 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 Journal of Statistical Mechanics: Theory and Experiment 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 all top 5 Fields 67 Statistics (62-XX) 23 Computer science (68-XX) 19 Information and communication theory, circuits (94-XX) 13 Numerical analysis (65-XX) 13 Operations research, mathematical programming (90-XX) 10 Probability theory and stochastic processes (60-XX) 8 Combinatorics (05-XX) 8 Biology and other natural sciences (92-XX) 4 General and overarching topics; collections (00-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 4 Associative rings and algebras (16-XX) 4 Dynamical systems and ergodic theory (37-XX) 4 Fluid mechanics (76-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Mathematical logic and foundations (03-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Manifolds and cell complexes (57-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Systems theory; control (93-XX) 2 Geophysics (86-XX) 1 History and biography (01-XX) 1 Commutative algebra (13-XX) 1 Real functions (26-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 General topology (54-XX) 1 Mechanics of deformable solids (74-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 81 Publications have been cited 2,612 times in 1,971 Documents Cited by ▼ Year ▼ On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 459 2006 A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin 174 2012 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 165 2011 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 154 2011 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 152 2009 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 124 2003 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 112 2009 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 103 2011 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028Chang, S. Grace; Yu, Bin; Vetterli, Martin 89 2000 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 81 2002 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 66 1994 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 66 2010 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 53 1994 The minimum description length principle in coding and modeling. Zbl 0933.94013Barron, Andrew; Rissanen, Jorma; Yu, Bin 52 1998 Model selection and the principle of minimum description length. Zbl 1017.62004Hansen, Mark H.; Yu, Bin 51 2001 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 47 2015 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 45 2012 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027Chang, S. Grace; Yu, Bin; Vetterli, Martin 41 2000 Boosting with early stopping: convergence and consistency. Zbl 1078.62038Zhang, Tong; Yu, Bin 38 2005 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 37 2017 Regeneration in Markov chain samplers. Zbl 0819.62082Mykland, Per; Tierney, Luke; Yu, Bin 35 1995 Assouad, Fano, and Le Cam. Zbl 0896.62032Yu, Bin 32 1997 On robust regression with high-dimensional predictors. Zbl 1359.62184El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 30 2013 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035Yu, Bin 25 1993 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 23 2006 Stagewise Lasso. Zbl 1222.68345Zhao, Peng; Yu, Bin 21 2007 Impact of regularization on spectral clustering. Zbl 1357.62229Joseph, Antony; Yu, Bin 19 2016 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 19 2014 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 19 2013 Density estimation by stochastic complexity. Zbl 0743.62004Rissanen, Jorma; Speed, Terry P.; Yu, Bin 18 1992 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 18 2013 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 17 2010 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 16 2019 Model selection and prediction: Normal regression. Zbl 0774.62093Speed, T. P.; Yu, Bin 15 1993 Stability. Zbl 1440.62402Yu, Bin 15 2013 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, Tao; Belkin, Mikhail; Yu, Bin 12 2009 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 Time-varying network tomography: router link data. Zbl 1072.90507Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 10 2000 An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng 10 2016 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 10 2015 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 8 2016 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 8 2019 Building Anosov flows on 3-manifolds. Zbl 1375.37083Béguin, François; Bonatti, Christian; Yu, Bin 7 2017 Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin 6 2011 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042Jia, Jinzhu; Rohe, Karl; 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 1397.92228Qiu, 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 1416.62594Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 6 2018 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, Yangbo; Jia, Jinzhu; Yu, Bin 6 2013 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 6 2020 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, Bin; Zhan, Jianming 5 2015 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175Mairal, Julien; Yu, Bin 5 2013 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 5 2016 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211He, Yangbo; Jia, Jinzhu; Yu, Bin 5 2015 Wavelet thresholding via MDL for natural images. Zbl 1002.94504Hansen, Mark; Yu, Bin 4 2000 Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena 4 2016 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006Yu, Bin 3 1996 Contribution of viscosity to the circulation deposition in the Richtmyer-Meshkov instability. Zbl 1460.76323Liu, Hao-Chen; Yu, Bin; Chen, Hao; Zhang, Bin; Xu, Hui; Liu, Hong 3 2020 Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin 3 2020 Veridical data science. Zbl 1456.62321Yu, Bin; Kumbier, Karl 3 2020 Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121Cai, 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 1156.92010Vu, Vincent Q.; Yu, Bin; Kass, Robert E. 2 2009 Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 2 2018 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 2 2013 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 2 2011 Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020Li, Lei; Yu, Bin 1 2000 Data compression and histograms. Zbl 0767.60036Yu, Bin; Speed, T. P. 1 1992 Learning by MDL. Zbl 0866.68092Rissanen, J.; Yu, Bin 1 1996 Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596Liu, Hanzhong; Yu, Bin 1 2017 Binning in Gaussian kernel regularization. Zbl 1113.62051Shi, Tao; Yu, Bin 1 2006 Composition of one-dimensional continuous functions and their Riemann-Liouville fractional integral. Zbl 1433.26010Yu, Bin; Zhang, Tao; Yao, Lei; Zhao, Wei 1 2019 Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin 1 2019 SGL-SVM: a novel method for tumor classification via support vector machine with sparse group lasso. Zbl 1429.92057Huo, Yanhao; Xin, Lihui; Kang, Chuanze; Wang, Minghui; Ma, Qin; Yu, Bin 1 2020 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216Benjamini, Yuval; Yu, Bin 1 2013 Bounded model checking of traffic light control system. Zbl 1351.68169Yu, Bin; Duan, Zhenhua; Tian, Cong 1 2014 Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie 1 2014 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094Wang, Yu; Wu, Siqi; Yu, Bin 1 2020 Existence of an energy function for three-dimensional chaotic “Sink-source” cascades. Zbl 1476.37043Barinova, M.; Grines, V.; Pochinka, O.; Yu, B. 1 2021 An extended two-lane car-following model considering the influence of heterogeneous speed information on drivers with different characteristics under honk environment. Zbl 07461834Yu, Bin; Zhou, Huixin; Wang, Lin; Wang, Zirui; Cui, Shaohua 1 2021 Existence of an energy function for three-dimensional chaotic “Sink-source” cascades. Zbl 1476.37043Barinova, M.; Grines, V.; Pochinka, O.; Yu, B. 1 2021 An extended two-lane car-following model considering the influence of heterogeneous speed information on drivers with different characteristics under honk environment. Zbl 07461834Yu, Bin; Zhou, Huixin; Wang, Lin; Wang, Zirui; Cui, Shaohua 1 2021 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 6 2020 Contribution of viscosity to the circulation deposition in the Richtmyer-Meshkov instability. Zbl 1460.76323Liu, Hao-Chen; Yu, Bin; Chen, Hao; Zhang, Bin; Xu, Hui; Liu, Hong 3 2020 Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin 3 2020 Veridical data science. Zbl 1456.62321Yu, Bin; Kumbier, Karl 3 2020 SGL-SVM: a novel method for tumor classification via support vector machine with sparse group lasso. Zbl 1429.92057Huo, Yanhao; Xin, Lihui; Kang, Chuanze; Wang, Minghui; Ma, Qin; Yu, Bin 1 2020 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094Wang, Yu; Wu, Siqi; Yu, Bin 1 2020 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 16 2019 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 8 2019 Composition of one-dimensional continuous functions and their Riemann-Liouville fractional integral. Zbl 1433.26010Yu, Bin; Zhang, Tao; Yao, Lei; Zhao, Wei 1 2019 Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192Kang, 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 1397.92228Qiu, 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 1416.62594Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 6 2018 Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 2 2018 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 37 2017 Building Anosov flows on 3-manifolds. Zbl 1375.37083Béguin, François; Bonatti, Christian; Yu, Bin 7 2017 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596Liu, Hanzhong; Yu, Bin 1 2017 Impact of regularization on spectral clustering. Zbl 1357.62229Joseph, Antony; Yu, Bin 19 2016 An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng 10 2016 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 8 2016 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 5 2016 Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena 4 2016 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 47 2015 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 10 2015 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, Bin; Zhan, Jianming 5 2015 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211He, Yangbo; Jia, Jinzhu; Yu, Bin 5 2015 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 19 2014 Bounded model checking of traffic light control system. Zbl 1351.68169Yu, Bin; Duan, Zhenhua; Tian, Cong 1 2014 Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie 1 2014 On robust regression with high-dimensional predictors. Zbl 1359.62184El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 30 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 19 2013 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 18 2013 Stability. Zbl 1440.62402Yu, Bin 15 2013 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042Jia, Jinzhu; Rohe, Karl; Yu, Bin 6 2013 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, Yangbo; Jia, Jinzhu; Yu, Bin 6 2013 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175Mairal, Julien; Yu, Bin 5 2013 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 2 2013 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216Benjamini, Yuval; Yu, Bin 1 2013 A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin 174 2012 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 45 2012 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 165 2011 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 154 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 103 2011 Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413Vu, 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 1230.93095Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 2 2011 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 66 2010 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 17 2010 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 152 2009 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 112 2009 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, Tao; Belkin, Mikhail; Yu, Bin 12 2009 Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121Cai, 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 1156.92010Vu, Vincent Q.; Yu, Bin; Kass, Robert E. 2 2009 Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Stagewise Lasso. Zbl 1222.68345Zhao, Peng; Yu, Bin 21 2007 On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 459 2006 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 23 2006 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Binning in Gaussian kernel regularization. Zbl 1113.62051Shi, Tao; Yu, Bin 1 2006 Boosting with early stopping: convergence and consistency. Zbl 1078.62038Zhang, Tong; Yu, Bin 38 2005 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 124 2003 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 81 2002 Model selection and the principle of minimum description length. Zbl 1017.62004Hansen, Mark H.; Yu, Bin 51 2001 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028Chang, S. Grace; Yu, Bin; Vetterli, Martin 89 2000 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027Chang, S. Grace; Yu, Bin; Vetterli, Martin 41 2000 Time-varying network tomography: router link data. Zbl 1072.90507Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 10 2000 Wavelet thresholding via MDL for natural images. Zbl 1002.94504Hansen, Mark; Yu, Bin 4 2000 Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020Li, Lei; Yu, Bin 1 2000 The minimum description length principle in coding and modeling. Zbl 0933.94013Barron, Andrew; Rissanen, Jorma; Yu, Bin 52 1998 Assouad, Fano, and Le Cam. Zbl 0896.62032Yu, Bin 32 1997 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006Yu, Bin 3 1996 Learning by MDL. Zbl 0866.68092Rissanen, J.; Yu, Bin 1 1996 Regeneration in Markov chain samplers. Zbl 0819.62082Mykland, Per; Tierney, Luke; Yu, Bin 35 1995 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 66 1994 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 53 1994 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035Yu, Bin 25 1993 Model selection and prediction: Normal regression. Zbl 0774.62093Speed, T. P.; Yu, Bin 15 1993 Density estimation by stochastic complexity. Zbl 0743.62004Rissanen, Jorma; Speed, Terry P.; Yu, Bin 18 1992 Data compression and histograms. Zbl 0767.60036Yu, Bin; Speed, T. P. 1 1992 all cited Publications top 5 cited Publications all top 5 Cited by 3,339 Authors 41 Bühlmann, Peter 30 Fan, Jianqing 22 Van de Geer, Sara Anna 20 Yu, Bin 19 Lian, Heng 19 Tutz, Gerhard E. 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 Zhu, Ji 11 Zou, Bin 11 Zou, Hui 10 Bradic, Jelena 10 Lecué, Guillaume 10 Meinshausen, Nicolai 10 Tibshirani, Robert John 9 Bickel, Peter John 9 Dalalyan, Arnak S. 9 Leng, Chenlei 9 Wang, Haiying 9 Yuan, Ming 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 Tang, Minh 8 Taylor, Jonathan E. 8 Verzelen, Nicolas 8 Wasserman, Larry Alan 8 Xu, Zongben 8 Yang, Yuehan 8 Zhang, Hai 8 Zhu, Lixing 7 Amini, Arash Ali 7 Foygel Barber, Rina 7 Grünwald, Peter D. 7 Jordan, Michael Irwin 7 Kolar, Mladen 7 Lei, Jing 7 Liu, Yufeng 7 Ma, Shuangge 7 Rinaldo, Alessandro 7 Rosasco, Lorenzo A. 7 Shojaie, Ali 7 Xue, Lingzhou 7 Yang, Yuhong 7 Zhao, Junlong 6 Bartlett, Peter L. 6 Bertsimas, Dimitris John 6 Dette, Holger 6 Fadili, Jalal M. 6 Guo, Xiao 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 Antoniadis, Anestis 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 Jiang, Binyan 5 Jones, Galin L. 5 Kock, Anders Bredahl 5 Li, Quefeng 5 Li, Yang 5 Liao, Yuan ...and 3,239 more Authors all top 5 Cited in 250 Serials 256 The Annals of Statistics 148 Electronic Journal of Statistics 93 Computational Statistics and Data Analysis 80 Journal of Machine Learning Research (JMLR) 57 Journal of Statistical Planning and Inference 53 Journal of Multivariate Analysis 50 Journal of the American Statistical Association 46 The Annals of Applied Statistics 43 Bernoulli 41 Statistics and Computing 40 Journal of Econometrics 40 Statistical Science 35 Machine Learning 29 Journal of Computational and Graphical Statistics 27 Statistics & Probability Letters 20 Communications in Statistics. Theory and Methods 20 Statistica Sinica 20 International Journal of Wavelets, Multiresolution and Information Processing 19 Annals of the Institute of Statistical Mathematics 19 Computational Statistics 19 Pattern Recognition 18 Test 17 Journal of Statistical Computation and Simulation 16 Applied and Computational Harmonic Analysis 15 Statistical Papers 14 Neural Computation 13 Stochastic Processes and their Applications 13 Journal of Nonparametric Statistics 13 Journal of the Royal Statistical Society. Series B. Statistical Methodology 13 Journal of Applied Statistics 12 Biometrics 12 Communications in Statistics. Simulation and Computation 12 Mathematical Programming. Series A. Series B 12 Statistical Analysis and Data Mining 11 Probability Theory and Related Fields 11 Journal of Complexity 11 Econometric Theory 11 Journal of the Korean Statistical Society 11 Sankhyā. Series A 10 Foundations of Computational Mathematics 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 Automatica 8 Statistics 8 SIAM Journal on Optimization 8 SIAM Journal on Scientific Computing 8 Computational & Mathematical Methods in Medicine 8 SIAM Journal on Imaging Sciences 7 Biometrical Journal 7 Journal of Mathematical Psychology 7 The Annals of Applied Probability 7 Journal of Mathematical Imaging and Vision 7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 6 Artificial Intelligence 6 Operations Research 6 Journal of Time Series Analysis 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 Computational Optimization and Applications 6 Statistical Modelling 6 Statistical Methods and Applications 6 Journal of Statistical Theory and Practice 6 Bayesian Analysis 5 Information Sciences 5 International Journal of Approximate Reasoning 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 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 Data Mining and Knowledge Discovery 4 Advances in Data Analysis and Classification. ADAC 4 EURASIP Journal on Advances in Signal Processing 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 Psychometrika 3 Sequential Analysis 3 Constructive Approximation 3 Information and Computation 3 Journal of Theoretical Probability 3 Numerical Algorithms ...and 150 more Serials all top 5 Cited in 43 Fields 1,570 Statistics (62-XX) 342 Computer science (68-XX) 289 Numerical analysis (65-XX) 186 Probability theory and stochastic processes (60-XX) 146 Operations research, mathematical programming (90-XX) 133 Information and communication theory, circuits (94-XX) 97 Combinatorics (05-XX) 69 Biology and other natural sciences (92-XX) 64 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 38 Linear and multilinear algebra; matrix theory (15-XX) 29 Harmonic analysis on Euclidean spaces (42-XX) 25 Systems theory; control (93-XX) 23 Functional analysis (46-XX) 19 Calculus of variations and optimal control; optimization (49-XX) 15 Partial differential equations (35-XX) 12 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 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) 3 Ordinary differential equations (34-XX) 3 Optics, electromagnetic theory (78-XX) 2 Integral equations (45-XX) 2 Global analysis, analysis on manifolds (58-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 Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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