Edit Profile (opens in new tab) Yu, Bin Co-Author Distance Author ID: yu.bin.1 Published as: Yu, Bin; Yu, B. Homepage: https://binyu.stat.berkeley.edu/ External Links: MGP · Wikidata · ResearchGate · dblp Documents Indexed: 94 Publications since 1992, including 9 Additional arXiv Preprints 3 Contributions as Editor Co-Authors: 89 Co-Authors with 81 Joint Publications 2,735 Co-Co-Authors all top 5 Co-Authors 9 single-authored 13 Wainwright, Martin J. 7 Bühlmann, Peter 6 Raskutti, Garvesh 5 Dwivedi, Raaz 5 Jia, Jinzhu 5 Speed, Terence Paul 4 Rocha, Guilherme V. 3 Barter, Rebecca L. 3 Chen, Yuansi 3 Hansen, Mark H. 3 Kumbier, Karl 3 Liu, Hanzhong 3 Mairal, Julien 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 Meinshausen, Nicolai 2 Miratrix, Luke W. 2 Munk, Axel 2 Sekhon, Jasjeet S. 2 Singh, Chandan Kumar 2 Vetterli, Martin 2 Vu, Vincent Q. 2 Wu, Siqi 1 Abbasi-Asl, Reza 1 Anderes, Ethan B. 1 Balakrishnan, Sivaraman 1 Barnesmoore, Luke 1 Barron, Andrew Roger 1 Basu, Sumanta 1 Bean, Derek 1 Behr, Merle 1 Belkin, Mikhail 1 Benjamini, Yuval 1 Bickel, Peter John 1 Bloniarz, Adam 1 Cai, Tony Tony 1 Cao, Jin 1 Castro, Rui M. 1 Chatterjee, Sourav 1 Chen, Fangfang 1 Clavier, Sophie 1 Coates, Mark J. 1 Dai, Jianhua 1 Davis, Drew 1 Denison, David D. 1 El Karoui, Noureddine 1 Gallant, Jack L. 1 Gawalt, Brian 1 He, Xu 1 Ho, Nhat 1 Holmes, Christopher C. 1 Horgan, Kevin 1 Jiang, Ming 1 Jiang, Xin 1 Jordan, Michael Irwin 1 Joseph, Antony 1 Kass, Robert E. 1 Kay, Kendrick N. 1 Khamaru, Koulik 1 Li, Hongwei 1 Li, Lei 1 Lim, Chinghway 1 Ma, Ping 1 Madigan, David 1 Mahoney, Michael W. 1 Mallick, Bani K. 1 Moroney, C. 1 Murdoch, W. James 1 Mykland, Per Aslak 1 Naselaris, Thomas 1 Negahban, Sahand N. 1 Nowak, Robert D. 1 Pakzad, Shamim N. 1 Park, Briton 1 Qin, Tai 1 Schiebinger, Geoffrey 1 Taft, Nina 1 Tan, Yan Shuo 1 Tierney, Luke 1 Uhler, Caroline 1 Wang, Yu 1 Wang, Yue-Qing 1 Wang, Zhihao 1 Wei, Mian 1 Yang, Jiagang 1 Zhang, Cun-Hui 1 Zhang, Tong 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 3 Statistical Science 3 Statistica Sinica 2 International Statistical Review 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 Information Sciences 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Proceedings of the London Mathematical Society. Third Series 1 Probability Theory and Related Fields 1 Journal of Theoretical Probability 1 Neural Computation 1 Test 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Lecture Notes in Statistics 1 Journal of Computational and Graphical Statistics all top 5 Fields 70 Statistics (62-XX) 16 Computer science (68-XX) 15 Information and communication theory, circuits (94-XX) 13 Numerical analysis (65-XX) 11 Probability theory and stochastic processes (60-XX) 7 Combinatorics (05-XX) 7 Operations research, mathematical programming (90-XX) 3 General and overarching topics; collections (00-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Biology and other natural sciences (92-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Associative rings and algebras (16-XX) 2 Functional analysis (46-XX) 2 Algebraic topology (55-XX) 2 Geophysics (86-XX) 2 Systems theory; control (93-XX) 1 History and biography (01-XX) 1 Commutative algebra (13-XX) 1 Group theory and generalizations (20-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 General topology (54-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 73 Publications have been cited 3,279 times in 2,549 Documents Cited by ▼ Year ▼ On model selection consistency of Lasso. Zbl 1222.62008 Zhao, Peng; Yu, Bin 554 2006 A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350 Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin 239 2012 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042 Rohe, Karl; Chatterjee, Sourav; Yu, Bin 208 2011 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190 Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 192 2011 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050 Meinshausen, Nicolai; Yu, Bin 175 2009 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029 Bühlmann, Peter; Yu, Bin 150 2003 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 137 2011 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164 Zhao, Peng; Rocha, Guilherme; Yu, Bin 135 2009 Analyzing bagging. Zbl 1029.62037 Bühlmann, Peter; Yu, Bin 101 2002 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028 Chang, S. Grace; Yu, Bin; Vetterli, Martin 96 2000 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 86 2010 A statistical perspective on algorithmic leveraging. Zbl 1337.62164 Ma, Ping; Mahoney, Michael W.; Yu, Bin 81 2015 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024 Yu, Bin 73 1994 The minimum description length principle in coding and modeling. Zbl 0933.94013 Barron, Andrew; Rissanen, Jorma; Yu, Bin 64 1998 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028 Arcones, M. A.; Yu, B. 59 1994 Model selection and the principle of minimum description length. Zbl 1017.62004 Hansen, Mark H.; Yu, Bin 59 2001 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 58 2012 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052 Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 57 2017 Boosting with early stopping: convergence and consistency. Zbl 1078.62038 Zhang, Tong; Yu, Bin 53 2005 Assouad, Fano, and Le Cam. Zbl 0896.62032 Yu, Bin 47 1997 On robust regression with high-dimensional predictors. Zbl 1359.62184 El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 46 2013 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027 Chang, S. Grace; Yu, Bin; Vetterli, Martin 41 2000 Regeneration in Markov chain samplers. Zbl 0819.62082 Mykland, Per; Tierney, Luke; Yu, Bin 40 1995 Impact of regularization on spectral clustering. Zbl 1357.62229 Joseph, Antony; Yu, Bin 29 2016 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266 Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 29 2019 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Sparse boosting. Zbl 1222.68155 Bühlmann, Peter; Yu, Bin 27 2006 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035 Yu, Bin 27 1993 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 25 2014 Stagewise Lasso. Zbl 1222.68345 Zhao, Peng; Yu, Bin 24 2007 Stability. Zbl 1440.62402 Yu, Bin 23 2013 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158 Liu, Hanzhong; Yu, Bin 23 2013 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039 Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 23 2019 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125 Jia, Jinzhu; Yu, Bin 22 2010 Density estimation by stochastic complexity. Zbl 0743.62004 Rissanen, Jorma; Speed, Terry P.; Yu, Bin 20 1992 Network tomography: recent developments. Zbl 1100.62628 Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 17 2004 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114 Shi, Tao; Belkin, Mikhail; Yu, Bin 15 2009 Model selection and prediction: Normal regression. Zbl 0774.62093 Speed, T. P.; Yu, Bin 15 1993 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098 Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 15 2016 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306 Rohe, Karl; Qin, Tai; Yu, Bin 15 2016 The geometry of kernelized spectral clustering. Zbl 1312.62082 Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 14 2015 Veridical data science. Zbl 1456.62321 Yu, Bin; Kumbier, Karl 12 2020 Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240 Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 12 2018 Time-varying network tomography: router link data. Zbl 1072.90507 Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 11 2000 Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594 Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 11 2018 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 1502.62030 Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 10 2020 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211 He, Yangbo; Jia, Jinzhu; Yu, Bin 9 2015 Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452 Miratrix, Luke W.; Sekhon, Jasjeet S.; Yu, Bin 9 2013 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042 Jia, Jinzhu; Rohe, Karl; Yu, Bin 9 2013 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369 He, Yangbo; Jia, Jinzhu; Yu, Bin 8 2013 Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413 Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin 6 2011 Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382 Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin 6 2020 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175 Mairal, Julien; Yu, Bin 5 2013 Wavelet thresholding via MDL for natural images. Zbl 1002.94504 Hansen, Mark; Yu, Bin 4 2000 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006 Yu, Bin 3 1996 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165 Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095 Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 2 2011 Information in the nonstationary case. Zbl 1156.92010 Vu, Vincent Q.; Yu, Bin; Kass, Robert E. 2 2009 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954 Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 2 2013 Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394 Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596 Liu, Hanzhong; Yu, Bin 1 2017 Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020 Li, Lei; Yu, Bin 1 2000 Discussion on boosting papers. Zbl 1105.62310 Bühlmann, Peter; Yu, Bin 1 2004 Binning in Gaussian kernel regularization. Zbl 1113.62051 Shi, Tao; Yu, Bin 1 2006 Data compression and histograms. Zbl 0767.60036 Yu, Bin; Speed, T. P. 1 1992 Learning by MDL. Zbl 0866.68092 Rissanen, J.; Yu, Bin 1 1996 The data science process: one culture. Discussion of: “Prediction, estimation, and attribution”. Zbl 1446.62353 Yu, Bin; Barter, Rebecca 1 2020 Seven principles for rapid-response data science: lessons learned from COVID-19 forecasting. Zbl 07535203 Yu, Bin; Singh, Chandan 1 2022 Classifying the expanding attractors on the figure-eight knot exterior and the non-transitive Anosov flows on the Franks-Williams manifold. Zbl 1527.37031 Yang, Jiagang; Yu, Bin 1 2022 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270 Wang, Yu; Wu, Siqi; Yu, Bin 1 2020 Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540 Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie 1 2014 Superheat: an R package for creating beautiful and extendable heatmaps for visualizing complex data. Zbl 07499001 Barter, Rebecca L.; Yu, Bin 1 2018 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216 Benjamini, Yuval; Yu, Bin 1 2013 Seven principles for rapid-response data science: lessons learned from COVID-19 forecasting. Zbl 07535203 Yu, Bin; Singh, Chandan 1 2022 Classifying the expanding attractors on the figure-eight knot exterior and the non-transitive Anosov flows on the Franks-Williams manifold. Zbl 1527.37031 Yang, Jiagang; Yu, Bin 1 2022 Veridical data science. Zbl 1456.62321 Yu, Bin; Kumbier, Karl 12 2020 Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 1502.62030 Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 10 2020 Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382 Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin 6 2020 The data science process: one culture. Discussion of: “Prediction, estimation, and attribution”. Zbl 1446.62353 Yu, Bin; Barter, Rebecca 1 2020 Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270 Wang, Yu; Wu, Siqi; Yu, Bin 1 2020 Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266 Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin 29 2019 Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039 Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin 23 2019 Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240 Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin 12 2018 Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594 Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin 11 2018 Superheat: an R package for creating beautiful and extendable heatmaps for visualizing complex data. Zbl 07499001 Barter, Rebecca L.; Yu, Bin 1 2018 Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052 Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin 57 2017 Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596 Liu, Hanzhong; Yu, Bin 1 2017 Impact of regularization on spectral clustering. Zbl 1357.62229 Joseph, Antony; Yu, Bin 29 2016 Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098 Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin 15 2016 Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306 Rohe, Karl; Qin, Tai; Yu, Bin 15 2016 A statistical perspective on algorithmic leveraging. Zbl 1337.62164 Ma, Ping; Mahoney, Michael W.; Yu, Bin 81 2015 The geometry of kernelized spectral clustering. Zbl 1312.62082 Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin 14 2015 Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211 He, Yangbo; Jia, Jinzhu; Yu, Bin 9 2015 Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 25 2014 Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540 Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie 1 2014 On robust regression with high-dimensional predictors. Zbl 1359.62184 El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin 46 2013 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Stability. Zbl 1440.62402 Yu, Bin 23 2013 Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158 Liu, Hanzhong; Yu, Bin 23 2013 Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452 Miratrix, Luke W.; Sekhon, Jasjeet S.; Yu, Bin 9 2013 The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042 Jia, Jinzhu; Rohe, Karl; Yu, Bin 9 2013 Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369 He, Yangbo; Jia, Jinzhu; Yu, Bin 8 2013 Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175 Mairal, Julien; Yu, Bin 5 2013 A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954 Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming 2 2013 The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216 Benjamini, Yuval; Yu, Bin 1 2013 A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350 Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin 239 2012 Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 58 2012 Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042 Rohe, Karl; Chatterjee, Sourav; Yu, Bin 208 2011 High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190 Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin 192 2011 Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 137 2011 Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413 Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin 6 2011 Distributed modal identification using restricted auto regressive models. Zbl 1230.93095 Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin 2 2011 Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071 Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin 86 2010 On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125 Jia, Jinzhu; Yu, Bin 22 2010 Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050 Meinshausen, Nicolai; Yu, Bin 175 2009 The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164 Zhao, Peng; Rocha, Guilherme; Yu, Bin 135 2009 Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114 Shi, Tao; Belkin, Mikhail; Yu, Bin 15 2009 Information in the nonstationary case. Zbl 1156.92010 Vu, Vincent Q.; Yu, Bin; Kass, Robert E. 2 2009 Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394 Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J. 1 2008 Stagewise Lasso. Zbl 1222.68345 Zhao, Peng; Yu, Bin 24 2007 On model selection consistency of Lasso. Zbl 1222.62008 Zhao, Peng; Yu, Bin 554 2006 Sparse boosting. Zbl 1222.68155 Bühlmann, Peter; Yu, Bin 27 2006 A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165 Liang, Gang; Taft, Nina; Yu, Bin 3 2006 Binning in Gaussian kernel regularization. Zbl 1113.62051 Shi, Tao; Yu, Bin 1 2006 Boosting with early stopping: convergence and consistency. Zbl 1078.62038 Zhang, Tong; Yu, Bin 53 2005 Network tomography: recent developments. Zbl 1100.62628 Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 17 2004 Discussion on boosting papers. Zbl 1105.62310 Bühlmann, Peter; Yu, Bin 1 2004 Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029 Bühlmann, Peter; Yu, Bin 150 2003 Analyzing bagging. Zbl 1029.62037 Bühlmann, Peter; Yu, Bin 101 2002 Model selection and the principle of minimum description length. Zbl 1017.62004 Hansen, Mark H.; Yu, Bin 59 2001 Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028 Chang, S. Grace; Yu, Bin; Vetterli, Martin 96 2000 Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027 Chang, S. Grace; Yu, Bin; Vetterli, Martin 41 2000 Time-varying network tomography: router link data. Zbl 1072.90507 Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin 11 2000 Wavelet thresholding via MDL for natural images. Zbl 1002.94504 Hansen, Mark; Yu, Bin 4 2000 Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020 Li, Lei; Yu, Bin 1 2000 The minimum description length principle in coding and modeling. Zbl 0933.94013 Barron, Andrew; Rissanen, Jorma; Yu, Bin 64 1998 Assouad, Fano, and Le Cam. Zbl 0896.62032 Yu, Bin 47 1997 Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006 Yu, Bin 3 1996 Learning by MDL. Zbl 0866.68092 Rissanen, J.; Yu, Bin 1 1996 Regeneration in Markov chain samplers. Zbl 0819.62082 Mykland, Per; Tierney, Luke; Yu, Bin 40 1995 Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024 Yu, Bin 73 1994 Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028 Arcones, M. A.; Yu, B. 59 1994 Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035 Yu, Bin 27 1993 Model selection and prediction: Normal regression. Zbl 0774.62093 Speed, T. P.; Yu, Bin 15 1993 Density estimation by stochastic complexity. Zbl 0743.62004 Rissanen, Jorma; Speed, Terry P.; Yu, Bin 20 1992 Data compression and histograms. Zbl 0767.60036 Yu, Bin; Speed, T. P. 1 1992 all cited Publications top 5 cited Publications all top 5 Cited by 4,356 Authors 43 Bühlmann, Peter 34 Fan, Jianqing 27 Yu, Bin 24 Lian, Heng 23 Van de Geer, Sara Anna 22 Huang, Jian 20 Cai, Tony Tony 20 Tutz, Gerhard E. 20 Wainwright, Martin J. 18 Tsybakov, Alexandre B. 17 Liu, Han 17 Priebe, Carey E. 17 Zhou, Harrison H. 15 Levina, Elizaveta 15 Wang, Haiying 15 Zhu, Ji 13 Candès, Emmanuel J. 13 Zhang, Cun-Hui 13 Zou, Hui 12 Bickel, Peter John 12 Hothorn, Torsten 12 Zhang, Tong 11 Bradic, Jelena 11 Meinshausen, Nicolai 11 Tibshirani, Robert John 11 Yang, Yuehan 11 Zou, Bin 10 Lecué, Guillaume 10 Li, Runze 10 Ma, Shuangge 10 Shojaie, Ali 10 Yuan, Ming 10 Zhang, Hai 9 Dalalyan, Arnak S. 9 Grünwald, Peter D. 9 Leng, Chenlei 9 Li, Lexin 9 Liu, Yufeng 9 Lv, Jinchi 9 Michailidis, George C. 9 Rosasco, Lorenzo A. 9 Taylor, Jonathan E. 9 Verzelen, Nicolas 9 Zhou, Dingxuan 8 Foygel Barber, Rina 8 Gao, Chao 8 Lahiri, Soumendra Nath 8 Lei, Jing 8 Liu, Hanzhong 8 Lyzinski, Vince 8 Raskutti, Garvesh 8 Tang, Minh 8 Wang, Hansheng 8 Wasserman, Larry Alan 8 Xu, Zongben 8 Zheng, Zemin 8 Zhu, Lixing 7 Amini, Arash Ali 7 Antoniadis, Anestis 7 Bartlett, Peter L. 7 Dette, Holger 7 Fan, Yingying 7 Feng, Yang 7 Guo, Xiao 7 Han, Qiyang 7 Ing, Ching-Kang 7 Jordan, Michael Irwin 7 Kolar, Mladen 7 Li, Hongzhe 7 Li, Quefeng 7 Pan, Shaohua 7 Park, Gunwoong 7 Rinaldo, Alessandro 7 Wang, Mingqiu 7 Xue, Lingzhou 7 Yang, Yuhong 7 Zhang, Huiming 7 Zhao, Junlong 7 Zhu, Xuening 6 Bellec, Pierre C. 6 Bertsimas, Dimitris John 6 Bi, Shujun 6 Biau, Gérard 6 Chen, Yuxin 6 Cheng, Guang 6 Fadili, Jalal M. 6 Feng, Yunlong 6 Hofner, Benjamin 6 Jia, Jinzhu 6 Jiao, Yuling 6 Kim, Yongdai 6 Kwon, Sunghoon 6 Lee, Thomas C. M. 6 Li, Luoqing 6 Liao, Yuan 6 Lin, Lu 6 Liu, Jun S. 6 Lu, Junwei 6 Lv, Shaogao 6 Mazumder, Rahul ...and 4,256 more Authors all top 5 Cited in 280 Serials 286 The Annals of Statistics 166 Electronic Journal of Statistics 115 Journal of the American Statistical Association 113 Computational Statistics and Data Analysis 113 Journal of Machine Learning Research (JMLR) 63 Journal of Econometrics 61 Journal of Statistical Planning and Inference 59 Journal of Multivariate Analysis 57 The Annals of Applied Statistics 54 Statistics and Computing 53 Journal of Computational and Graphical Statistics 51 Bernoulli 49 Statistical Science 41 Machine Learning 34 Statistica Sinica 30 Statistics & Probability Letters 29 Biometrics 26 Communications in Statistics. Theory and Methods 24 Computational Statistics 24 Statistical Papers 21 Annals of the Institute of Statistical Mathematics 21 Journal of Statistical Computation and Simulation 21 Test 21 International Journal of Wavelets, Multiresolution and Information Processing 19 Pattern Recognition 18 Communications in Statistics. Simulation and Computation 17 Mathematical Programming. Series A. Series B 17 Applied and Computational Harmonic Analysis 17 Journal of Applied Statistics 16 Journal of Nonparametric Statistics 15 Probability Theory and Related Fields 15 Stochastic Processes and their Applications 15 Journal of the Korean Statistical Society 14 Statistics 14 Neural Computation 14 Econometric Theory 14 Foundations of Computational Mathematics 13 Journal of Complexity 13 Journal of the Royal Statistical Society. Series B. Statistical Methodology 13 SIAM Journal on Imaging Sciences 13 SIAM Journal on Mathematics of Data Science 12 Scandinavian Journal of Statistics 12 International Statistical Review 12 Statistical Analysis and Data Mining 12 Sankhyā. Series A 11 Artificial Intelligence 11 Automatica 11 Neural Networks 11 Science China. Mathematics 11 Bayesian Analysis 10 Inverse Problems 10 Journal of Time Series Analysis 10 Econometric Reviews 9 Applied Mathematics and Computation 9 Biometrical Journal 9 SIAM Journal on Optimization 9 Statistical Methods and Applications 8 The Annals of Applied Probability 8 Computational Optimization and Applications 8 SIAM Journal on Scientific Computing 8 Computational & Mathematical Methods in Medicine 7 The Canadian Journal of Statistics 7 Information Sciences 7 Journal of Mathematical Psychology 7 Operations Research 7 SIAM Journal on Matrix Analysis and Applications 7 Journal of Mathematical Imaging and Vision 7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 7 Data Mining and Knowledge Discovery 7 Journal of Statistical Theory and Practice 7 Statistics Surveys 7 Journal of Business and Economic Statistics 6 Journal of Computational Physics 6 Psychometrika 6 International Journal of Approximate Reasoning 6 Journal of Scientific Computing 6 Signal Processing 6 Multidimensional Systems and Signal Processing 6 European Journal of Operational Research 6 Proceedings of the National Academy of Sciences of the United States of America 6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 6 Australian & New Zealand Journal of Statistics 6 Statistical Modelling 5 Journal of Computational and Applied Mathematics 5 Mathematical Problems in Engineering 5 Quantitative Finance 5 Information and Inference 5 Journal of Theoretical Biology 4 The American Statistician 4 Computers & Mathematics with Applications 4 Journal of the Franklin Institute 4 Journal of Mathematical Analysis and Applications 4 Theoretical Computer Science 4 Operations Research Letters 4 Circuits, Systems, and Signal Processing 4 Journal of Classification 4 Constructive Approximation 4 Information and Computation 4 Mathematical Methods of Statistics 4 Brazilian Journal of Probability and Statistics ...and 180 more Serials all top 5 Cited in 44 Fields 2,067 Statistics (62-XX) 439 Computer science (68-XX) 299 Numerical analysis (65-XX) 221 Probability theory and stochastic processes (60-XX) 193 Operations research, mathematical programming (90-XX) 147 Information and communication theory, circuits (94-XX) 113 Combinatorics (05-XX) 99 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 80 Biology and other natural sciences (92-XX) 49 Linear and multilinear algebra; matrix theory (15-XX) 32 Harmonic analysis on Euclidean spaces (42-XX) 31 Systems theory; control (93-XX) 26 Functional analysis (46-XX) 25 Calculus of variations and optimal control; optimization (49-XX) 18 Partial differential equations (35-XX) 17 Operator theory (47-XX) 13 Geophysics (86-XX) 11 Approximations and expansions (41-XX) 10 Dynamical systems and ergodic theory (37-XX) 10 Statistical mechanics, structure of matter (82-XX) 8 Convex and discrete geometry (52-XX) 6 History and biography (01-XX) 5 General and overarching topics; collections (00-XX) 4 Ordinary differential equations (34-XX) 4 Differential geometry (53-XX) 3 Mathematical logic and foundations (03-XX) 3 Special functions (33-XX) 2 Algebraic geometry (14-XX) 2 Real functions (26-XX) 2 Measure and integration (28-XX) 2 Integral equations (45-XX) 2 Global analysis, analysis on manifolds (58-XX) 2 Optics, electromagnetic theory (78-XX) 2 Quantum theory (81-XX) 1 Number theory (11-XX) 1 Group theory and generalizations (20-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) 1 Relativity and gravitational theory (83-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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