Edit Profile 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: 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 all top 5 Fields 63 Statistics (62-XX) 23 Computer science (68-XX) 19 Information and communication theory, circuits (94-XX) 14 Operations research, mathematical programming (90-XX) 13 Numerical analysis (65-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) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Manifolds and cell complexes (57-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Systems theory; control (93-XX) 2 Mathematical logic and foundations (03-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) 1 Statistical mechanics, structure of matter (82-XX) Publications by Year all cited Publications top 5 cited Publications 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 1222.62008Zhao, Peng; Yu, Bin 402 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 151 2012 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 139 2011 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 138 2009 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 137 2011 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 116 2003 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 99 2009 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 92 2011 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028Chang, S. Grace; Yu, Bin; Vetterli, Martin 82 2000 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 74 2002 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 59 1994 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 54 2010 The minimum description length principle in coding and modeling. Zbl 0933.94013Barron, Andrew; Rissanen, Jorma; Yu, Bin 51 1998 Model selection and the principle of minimum description length. Zbl 1017.62004Hansen, Mark H.; Yu, Bin 48 2001 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 47 1994 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027Chang, S. Grace; Yu, Bin; Vetterli, Martin 41 2000 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 39 2012 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 36 2015 Regeneration in Markov chain samplers. Zbl 0819.62082Mykland, Per; Tierney, Luke; Yu, Bin 34 1995 Boosting with early stopping: convergence and consistency. Zbl 1078.62038Zhang, Tong; Yu, Bin 34 2005 Assouad, Fano, and Le Cam. Zbl 0896.62032Yu, Bin 30 1997 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052Balakrishnan, 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 0792.62035Yu, Bin 24 1993 On robust regression with high-dimensional predictors. Zbl 1359.62184El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 24 2013 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 20 2006 Stagewise Lasso. Zbl 1222.68345Zhao, Peng; Yu, Bin 20 2007 Density estimation by stochastic complexity. Zbl 0743.62004Rissanen, Jorma; Speed, Terry P.; Yu, Bin 18 1992 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 18 2013 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 16 2014 Model selection and prediction: Normal regression. Zbl 0774.62093Speed, T. P.; Yu, Bin 14 1993 Impact of regularization on spectral clustering. Zbl 1357.62229Joseph, Antony; Yu, Bin 14 2016 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 13 2010 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, Tao; Belkin, Mikhail; Yu, Bin 11 2009 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 10 2013 Time-varying network tomography: router link data. Zbl 1072.90507Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 10 2000 Stability. Zbl 1440.62402Yu, Bin 9 2013 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 9 2016 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 9 2019 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 8 2015 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, 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 1397.92228Qiu, Wenying; Li, Shan; Cui, Xiaowen; Yu, Zhaomin; Wang, Minghui; Du, Junwei; Peng, Yanjun; Yu, Bin 6 2018 Building Anosov flows on 3-manifolds. Zbl 1375.37083Béguin, François; Bonatti, Christian; Yu, Bin 6 2017 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 6 2019 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 6 2016 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042Jia, Jinzhu; Rohe, Karl; Yu, Bin 5 2013 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 5 2011 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, Bin; Zhan, Jianming 5 2015 Wavelet thresholding via MDL for natural images. Zbl 1002.94504Hansen, Mark; Yu, Bin 4 2000 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175Mairal, Julien; Yu, Bin 4 2013 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 4 2020 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211He, Yangbo; Jia, Jinzhu; Yu, Bin 3 2015 Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 3 2018 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena 3 2016 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 3 2016 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006Yu, Bin 2 1996 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954Wang, 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 1183.76121Cai, 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 1460.76323Liu, Hao-Chen; Yu, Bin; Chen, Hao; Zhang, Bin; Xu, Hui; Liu, Hong 2 2020 Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 2 2018 Information in the nonstationary case. Zbl 1156.92010Vu, Vincent Q.; Yu, Bin; Kass, Robert E. 2 2009 Veridical data science. Zbl 1456.62321Yu, Bin; Kumbier, Karl 2 2020 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 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216Benjamini, Yuval; Yu, Bin 1 2013 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 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Binning in Gaussian kernel regularization. Zbl 1113.62051Shi, Tao; Yu, Bin 1 2006 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 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 1 2011 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094Wang, Yu; Wu, Siqi; Yu, Bin 1 2020 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596Liu, Hanzhong; Yu, Bin 1 2017 Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin 1 2019 Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin 1 2020 Bounded model checking of traffic light control system. Zbl 1351.68169Yu, Bin; Duan, Zhenhua; Tian, Cong 1 2014 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 07255123Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 4 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 2 2020 Veridical data science. Zbl 1456.62321Yu, Bin; Kumbier, Karl 2 2020 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 07255094Wang, Yu; Wu, Siqi; Yu, Bin 1 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 1 2020 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 9 2019 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, 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 1406.92192Kang, 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 3 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 27 2017 Building Anosov flows on 3-manifolds. Zbl 1375.37083Béguin, François; Bonatti, Christian; Yu, Bin 6 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 14 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 9 2016 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 6 2016 Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena 3 2016 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 3 2016 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 36 2015 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 8 2015 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, 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 3 2015 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 16 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 Bounded model checking of traffic light control system. Zbl 1351.68169Yu, Bin; Duan, Zhenhua; Tian, Cong 1 2014 On robust regression with high-dimensional predictors. Zbl 1359.62184El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 24 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 18 2013 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 10 2013 Stability. Zbl 1440.62402Yu, Bin 9 2013 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, Yangbo; Jia, Jinzhu; Yu, Bin 6 2013 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042Jia, Jinzhu; Rohe, Karl; Yu, Bin 5 2013 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175Mairal, Julien; Yu, Bin 4 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 151 2012 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 39 2012 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 139 2011 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 137 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 92 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 5 2011 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 1 2011 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 54 2010 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 13 2010 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 138 2009 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 99 2009 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, 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 1183.76121Cai, 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 20 2007 On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 402 2006 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 20 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 34 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 116 2003 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 74 2002 Model selection and the principle of minimum description length. Zbl 1017.62004Hansen, Mark H.; Yu, Bin 48 2001 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028Chang, S. Grace; Yu, Bin; Vetterli, Martin 82 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 51 1998 Assouad, Fano, and Le Cam. Zbl 0896.62032Yu, Bin 30 1997 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006Yu, Bin 2 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 34 1995 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 59 1994 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 47 1994 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035Yu, Bin 24 1993 Model selection and prediction: Normal regression. Zbl 0774.62093Speed, T. P.; Yu, Bin 14 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 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 Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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