Edit Profile Yu, Bin Compute Distance To: Compute Author ID: yu.bin.1 Published as: Yu, B.; Yu, Bin Homepage: http://www.stat.berkeley.edu/~binyu/Site/Welcome.html External Links: MGP · Wikidata · ResearchGate · dblp Documents Indexed: 109 Publications since 1992, including 1 Book all top 5 Co-Authors 7 single-authored 12 Wainwright, Martin J. 7 Bühlmann, Peter 6 Raskutti, Garvesh 5 Jia, Jinzhu 5 Speed, Terence Paul 3 Chen, Yuansi 3 Dwivedi, Raaz 3 Hansen, Mark H. 3 Liu, Hanzhong 3 Ravikumar, Pradeep 3 Rissanen, Jorma J. 3 Rohe, Karl 3 Shi, Tao 3 Zhao, Peng 2 Arcones, Miguel A. 2 Braverman, Amy J. 2 Chang, S. Grace 2 Clothiaux, Eugene E. 2 He, Yangbo 2 Liang, Gang 2 Mairal, Julien 2 Munk, Axel 2 Rocha, Guilherme V. 2 Vetterli, Martin 2 Vu, Vincent Q. 1 Anderes, Ethan B. 1 Balakrishnan, Sivaraman 1 Barnesmoore, Luke 1 Barron, Andrew Roger 1 Belkin, Mikhail 1 Benjamini, Yuval 1 Bloniarz, Adam 1 Cai, Tony Tony 1 Cao, Jin 1 Castro, Rui M. 1 Chatterjee, Sourav 1 Clavier, Sophie 1 Coates, Mark J. 1 Davis, Drew 1 Denison, David D. 1 El Ghaoui, Laurent M. 1 Gallant, Jack L. 1 Garay, Mauricio D. 1 Gawalt, Brian 1 Holmes, Christopher C. 1 Jiang, Ming 1 Jiang, Xin 1 Joseph, Antony 1 Jovanović, Verka 1 Kass, Robert E. 1 Kay, Kendrick N. 1 Li, Lei 1 Ma, Ping 1 Mahoney, Michael W. 1 Mallick, Bani K. 1 Meinshausen, Nicolai 1 Miratrix, Luke W. 1 Moroney, C. 1 Mykland, Per Aslak 1 Naselaris, Thomas 1 Negahban, Sahand N. 1 Nowak, Robert D. 1 Pakzad, Shamim N. 1 Qin, Tai 1 Schiebinger, Geoffrey 1 Sekhon, Jasjeet S. 1 Taft, Nina 1 Tierney, Luke 1 Uhler, Caroline 1 Vander Wiel, Scott A. 1 Wang, Yue-Qing 1 Zhang, Cun-Hui 1 Zhang, Tong all top 5 Serials 14 The Annals of Statistics 12 Journal of Machine Learning Research (JMLR) 8 IEEE Transactions on Information Theory 6 Journal of the American Statistical Association 5 The Annals of Applied Statistics 3 Statistica Sinica 2 Statistical Science 2 Proceedings of the National Academy of Sciences of the United States of America 2 IEEE Transactions on Image Processing 2 Oberwolfach Reports 2 Electronic Journal of Statistics 1 International Journal of Systems Science 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Probability 1 Journal of Statistical Planning and Inference 1 Probability Theory and Related Fields 1 Journal of Theoretical Probability 1 Neural Computation 1 Test 1 Bernoulli 1 Lecture Notes in Statistics all top 5 Fields 54 Statistics (62-XX) 15 Information and communication theory, circuits (94-XX) 13 Computer science (68-XX) 11 Numerical analysis (65-XX) 9 Probability theory and stochastic processes (60-XX) 6 Combinatorics (05-XX) 5 Operations research, mathematical programming (90-XX) 3 General and overarching topics; collections (00-XX) 3 Biology and other natural sciences (92-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 History and biography (01-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 73 Publications have been cited 2,024 times in 1,572 Documents Cited by ▼ Year ▼ On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 366 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 131 2012 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 129 2009 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 121 2011 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029Bühlmann, Peter; Yu, Bin 113 2003 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 104 2011 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 95 2009 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028Chang, S. Grace; Yu, Bin; Vetterli, Martin 76 2000 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 75 2011 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 67 2002 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 53 1994 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 51 2010 Model selection and the principle of minimum description length. Zbl 1017.62004Hansen, Mark H.; Yu, Bin 48 2001 The minimum description length principle in coding and modeling. Zbl 0933.94013Barron, Andrew; Rissanen, Jorma; Yu, Bin 47 1998 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 44 1994 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027Chang, S. Grace; Yu, Bin; Vetterli, Martin 42 2000 Regeneration in Markov chain samplers. Zbl 0819.62082Mykland, Per; Tierney, Luke; Yu, Bin 33 1995 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 31 2012 Boosting with early stopping: convergence and consistency. Zbl 1078.62038Zhang, Tong; Yu, Bin 30 2005 Assouad, Fano, and Le Cam. Zbl 0896.62032Yu, Bin 30 1997 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035Yu, Bin 24 1993 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 23 2015 On robust regression with high-dimensional predictors. Zbl 1359.62184El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 21 2013 Sparse boosting. Zbl 1222.68155Bühlmann, Peter; Yu, Bin 20 2006 Stagewise Lasso. Zbl 1222.68345Zhao, Peng; Yu, Bin 18 2007 Density estimation by stochastic complexity. Zbl 0743.62004Rissanen, Jorma; Speed, Terry P.; Yu, Bin 18 1992 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 16 2017 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 16 2013 Model selection and prediction: Normal regression. Zbl 0774.62093Speed, T. P.; Yu, Bin 14 1993 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 12 2014 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 12 2010 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 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 Time-varying network tomography: router link data. Zbl 1072.90507Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 10 2000 Impact of regularization on spectral clustering. Zbl 1357.62229Joseph, Antony; Yu, Bin 9 2016 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 9 2013 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, Tao; Belkin, Mikhail; Yu, Bin 9 2009 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 5 2017 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, Bin; Zhan, Jianming 5 2015 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 5 2015 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, Yangbo; Jia, Jinzhu; Yu, Bin 5 2013 Stability. Zbl 1440.62402Yu, Bin 5 2013 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 05961661Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin 5 2011 Wavelet thresholding via MDL for natural images. Zbl 1002.94504Hansen, Mark; Yu, Bin 5 2000 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 3 2019 Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena 3 2016 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175Mairal, Julien; Yu, Bin 3 2013 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 2 2016 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211He, Yangbo; Jia, Jinzhu; Yu, Bin 2 2015 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 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006Yu, Bin 2 1996 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 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 Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 1 2018 Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 06982924Wu, Siqi; Yu, Bin 1 2018 Fast MCMC sampling algorithms on polytopes. Zbl 06982346Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 1 2018 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596Liu, Hanzhong; Yu, Bin 1 2017 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 1 2016 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 06302245Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie 1 2014 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216Benjamini, Yuval; Yu, Bin 1 2013 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 1 2013 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 1 2011 Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 05564512Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Binning in Gaussian kernel regularization. Zbl 1113.62051Shi, Tao; Yu, Bin 1 2006 Discussion on boosting papers. Zbl 1105.62310Bühlmann, Peter; Yu, Bin 1 2004 Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020Li, Lei; Yu, Bin 1 2000 Learning by MDL. Zbl 0866.68092Rissanen, J.; Yu, Bin 1 1996 Data compression and histograms. Zbl 0767.60036Yu, Bin; Speed, T. P. 1 1992 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 3 2019 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 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 1 2018 Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 06982924Wu, Siqi; Yu, Bin 1 2018 Fast MCMC sampling algorithms on polytopes. Zbl 06982346Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 1 2018 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 16 2017 Building Anosov flows on 3-manifolds. Zbl 1375.37083Béguin, François; Bonatti, Christian; Yu, Bin 5 2017 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596Liu, Hanzhong; Yu, Bin 1 2017 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 Impact of regularization on spectral clustering. Zbl 1357.62229Joseph, Antony; Yu, Bin 9 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 2 2016 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306Rohe, Karl; Qin, Tai; Yu, Bin 1 2016 A statistical perspective on algorithmic leveraging. Zbl 1337.62164Ma, Ping; Mahoney, Michael W.; Yu, Bin 23 2015 Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063Yu, Bin; Zhan, Jianming 5 2015 The geometry of kernelized spectral clustering. Zbl 1312.62082Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 5 2015 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211He, Yangbo; Jia, Jinzhu; Yu, Bin 2 2015 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 12 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 06302245Jia, 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 21 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 16 2013 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158Liu, Hanzhong; Yu, Bin 9 2013 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369He, Yangbo; Jia, Jinzhu; Yu, Bin 5 2013 Stability. Zbl 1440.62402Yu, Bin 5 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 3 2013 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216Benjamini, Yuval; Yu, Bin 1 2013 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 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 131 2012 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 31 2012 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 121 2011 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042Rohe, Karl; Chatterjee, Sourav; Yu, Bin 104 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 75 2011 Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 05961661Vu, 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 51 2010 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125Jia, Jinzhu; Yu, Bin 12 2010 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050Meinshausen, Nicolai; Yu, Bin 129 2009 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164Zhao, Peng; Rocha, Guilherme; Yu, Bin 95 2009 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114Shi, Tao; Belkin, Mikhail; Yu, Bin 9 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 05564512Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Stagewise Lasso. Zbl 1222.68345Zhao, Peng; Yu, Bin 18 2007 On model selection consistency of Lasso. Zbl 1222.62008Zhao, Peng; Yu, Bin 366 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 30 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 113 2003 Analyzing bagging. Zbl 1029.62037Bühlmann, Peter; Yu, Bin 67 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 76 2000 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027Chang, S. Grace; Yu, Bin; Vetterli, Martin 42 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 5 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 47 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 33 1995 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024Yu, Bin 53 1994 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028Arcones, M. A.; Yu, B. 44 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 2,736 Authors 33 Bühlmann, Peter 25 Fan, Jianqing 22 Yu, Bin 21 Van de Geer, Sara Anna 19 Tutz, Gerhard E. 17 Wainwright, Martin J. 15 Tsybakov, Alexandre B. 14 Zhou, Harrison H. 13 Cai, Tony Tony 13 Lian, Heng 13 Liu, Han 13 Zhang, Cun-Hui 12 Priebe, Carey E. 10 Bickel, Peter John 10 Hothorn, Torsten 10 Huang, Jian 10 Lecué, Guillaume 9 Bradic, Jelena 9 Candès, Emmanuel J. 9 Dalalyan, Arnak S. 9 Meinshausen, Nicolai 9 Tibshirani, Robert John 9 Zhang, Tong 9 Zou, Hui 8 Zhu, Ji 8 Zhu, Lixing 7 Leng, Chenlei 7 Levina, Elizaveta 7 Lyzinski, Vince 7 Tang, Minh 7 Taylor, Jonathan E. 7 Verzelen, Nicolas 7 Xu, Zongben 7 Yuan, Ming 7 Zhang, Hai 7 Zhao, Junlong 7 Zhou, Dingxuan 7 Zou, Bin 6 Fan, Yingying 6 Foygel Barber, Rina 6 Huang, Jian 6 Kim, Yongdai 6 Lahiri, Soumendra Nath 6 Li, Runze 6 Lv, Jinchi 6 Michailidis, George C. 6 Negahban, Sahand N. 6 Ren, Zhao 6 Rinaldo, Alessandro 6 Rosasco, Lorenzo A. 6 Wang, Haiying 6 Wang, Mingqiu 6 Wang, Sijian 6 Xue, Lingzhou 6 Yang, Yuhong 5 Biau, Gérard 5 Chandrasekaran, Venkat 5 Chen, Yuxin 5 Dette, Holger 5 El Karoui, Noureddine 5 Fadili, Jalal M. 5 Feng, Yunlong 5 Flegal, James M. 5 Gao, Chao 5 Grünwald, Peter D. 5 Ing, Ching-Kang 5 Jones, Galin L. 5 Kolar, Mladen 5 Kwon, Sunghoon 5 Li, Hongzhe 5 Li, Luoqing 5 Li, Quefeng 5 Liu, Yufeng 5 Ma, Shuangge 5 Mendelson, Shahar 5 Peyré, Gabriel 5 Ravikumar, Pradeep 5 Rigollet, Philippe 5 Shen, Xiaotong 5 Slawski, Martin 5 Sussman, Daniel L. 5 Suykens, Johan A. K. 5 Uhler, Caroline 5 Wang, Weichen 5 Wasserman, Larry Alan 5 Willsky, Alan Steven 5 Wu, Wei Biao 5 Xing, Eric P. 5 Yang, Yuehan 5 Zhan, Jianming 4 Alquier, Pierre 4 Amini, Arash Ali 4 Anandkumar, Animashree 4 Antoniadis, Anestis 4 Bach, Francis R. 4 Bertsimas, Dimitris John 4 Bhattacharya, Anirban 4 Binder, Harald 4 Blanchard, Gilles 4 Chatterjee, Arindam ...and 2,636 more Authors all top 5 Cited in 216 Serials 225 The Annals of Statistics 120 Electronic Journal of Statistics 72 Computational Statistics and Data Analysis 52 Journal of Statistical Planning and Inference 48 Journal of the American Statistical Association 45 Journal of Multivariate Analysis 44 Journal of Machine Learning Research (JMLR) 41 The Annals of Applied Statistics 32 Journal of Econometrics 31 Bernoulli 31 Statistics and Computing 28 Statistics & Probability Letters 26 Statistical Science 23 Machine Learning 20 International Journal of Wavelets, Multiresolution and Information Processing 19 Pattern Recognition 16 Annals of the Institute of Statistical Mathematics 16 Applied and Computational Harmonic Analysis 15 Probability Theory and Related Fields 14 Computational Statistics 14 Journal of Statistical Computation and Simulation 14 Test 13 Mathematical Programming. Series A. Series B 13 Journal of Nonparametric Statistics 13 Journal of the Royal Statistical Society. Series B. Statistical Methodology 12 Biometrics 12 Neural Computation 12 Statistical Analysis and Data Mining 11 Stochastic Processes and their Applications 10 Statistical Papers 10 Econometric Theory 10 Foundations of Computational Mathematics 10 Journal of Theoretical Biology 9 Scandinavian Journal of Statistics 9 Communications in Statistics. Theory and Methods 9 SIAM Journal on Imaging Sciences 9 Science China. Mathematics 8 Automatica 8 Biometrical Journal 8 Journal of Applied Statistics 8 Computational & Mathematical Methods in Medicine 7 Journal of Mathematical Psychology 7 Neural Networks 7 Annals of Operations Research 7 SIAM Journal on Optimization 6 Applied Mathematics and Computation 6 Journal of Time Series Analysis 6 Journal of Complexity 6 Signal Processing 6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 6 Journal of Mathematical Imaging and Vision 6 Statistical Modelling 5 Inverse Problems 5 Operations Research 5 Theoretical Computer Science 5 Statistics 5 International Journal of Approximate Reasoning 5 Multidimensional Systems and Signal Processing 5 Computational Optimization and Applications 5 SIAM Journal on Scientific Computing 5 Mathematical Problems in Engineering 5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 5 Quantitative Finance 5 Journal of the Korean Statistical Society 5 Information and Inference 5 Bayesian Analysis 4 The Canadian Journal of Statistics 4 Computers & Mathematics with Applications 4 Journal of Computational and Applied Mathematics 4 Circuits, Systems, and Signal Processing 4 SIAM Journal on Matrix Analysis and Applications 4 Journal of Scientific Computing 4 Mathematical Methods of Statistics 4 Data Mining and Knowledge Discovery 4 Statistical Methods and Applications 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 Sankhyā. Series A 3 Artificial Intelligence 3 Information Processing Letters 3 Journal of the Franklin Institute 3 Journal of Mathematical Analysis and Applications 3 Information Sciences 3 Operations Research Letters 3 Constructive Approximation 3 Information and Computation 3 Journal of Theoretical Probability 3 Numerical Algorithms 3 Communications in Statistics. Simulation and Computation 3 Statistica Sinica 3 Advances in Computational Mathematics 3 Soft Computing 3 Australian & New Zealand Journal of Statistics 3 Computational Geosciences 3 Entropy 3 Journal of Multiple-Valued Logic and Soft Computing 3 Statistical Methodology 3 AStA. Advances in Statistical Analysis ...and 116 more Serials all top 5 Cited in 42 Fields 1,210 Statistics (62-XX) 279 Computer science (68-XX) 260 Numerical analysis (65-XX) 156 Probability theory and stochastic processes (60-XX) 126 Operations research, mathematical programming (90-XX) 114 Information and communication theory, circuits (94-XX) 74 Combinatorics (05-XX) 63 Biology and other natural sciences (92-XX) 57 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 30 Linear and multilinear algebra; matrix theory (15-XX) 28 Harmonic analysis on Euclidean spaces (42-XX) 25 Systems theory; control (93-XX) 16 Functional analysis (46-XX) 15 Calculus of variations and optimal control; optimization (49-XX) 10 Dynamical systems and ergodic theory (37-XX) 9 Geophysics (86-XX) 8 Approximations and expansions (41-XX) 7 Partial differential equations (35-XX) 5 History and biography (01-XX) 5 Mathematical logic and foundations (03-XX) 5 Associative rings and algebras (16-XX) 5 Operator theory (47-XX) 4 General and overarching topics; collections (00-XX) 4 Convex and discrete geometry (52-XX) 4 Differential geometry (53-XX) 4 Manifolds and cell complexes (57-XX) 3 Order, lattices, ordered algebraic structures (06-XX) 3 Special functions (33-XX) 3 Ordinary differential equations (34-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Fluid mechanics (76-XX) 2 Statistical mechanics, structure of matter (82-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 Algebraic topology (55-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Quantum theory (81-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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