Adaptive wavelet thresholding for image denoising and compression SG Chang, B Yu, M Vetterli IEEE transactions on image processing 9 (9), 1532-1546, 2000 | 4289 | 2000 |
On model selection consistency of Lasso P Zhao, B Yu The Journal of Machine Learning Research 7, 2541-2563, 2006 | 3426 | 2006 |
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers SN Negahban, P Ravikumar, MJ Wainwright, B Yu | 1566 | 2012 |
Spatially adaptive wavelet thresholding with context modeling for image denoising SG Chang, B Yu, M Vetterli IEEE Transactions on image Processing 9 (9), 1522-1531, 2000 | 1502 | 2000 |
The minimum description length principle in coding and modeling A Barron, J Rissanen, B Yu IEEE transactions on information theory 44 (6), 2743-2760, 1998 | 1394 | 1998 |
Definitions, methods, and applications in interpretable machine learning WJ Murdoch, C Singh, K Kumbier, R Abbasi-Asl, B Yu Proceedings of the National Academy of Sciences 116 (44), 22071-22080, 2019 | 1319 | 2019 |
Boosting With the L2 Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003 | 1211 | 2003 |
Reconstructing visual experiences from brain activity evoked by natural movies S Nishimoto, AT Vu, T Naselaris, Y Benjamini, B Yu, JL Gallant Current biology 21 (19), 1641-1646, 2011 | 1175 | 2011 |
Metalearners for estimating heterogeneous treatment effects using machine learning SR Künzel, JS Sekhon, PJ Bickel, B Yu Proceedings of the national academy of sciences 116 (10), 4156-4165, 2019 | 1141 | 2019 |
Analyzing bagging P Bühlmann, B Yu The annals of Statistics 30 (4), 927-961, 2002 | 1098 | 2002 |
Spectral clustering and the high-dimensional stochastic blockmodel K Rohe, S Chatterjee, B Yu | 1092 | 2011 |
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu | 1042 | 2009 |
High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence P Ravikumar, MJ Wainwright, G Raskutti, B Yu | 1036 | 2011 |
Model selection and the principle of minimum description length MH Hansen, B Yu Journal of the American Statistical Association 96 (454), 746-774, 2001 | 946 | 2001 |
The composite absolute penalties family for grouped and hierarchical variable selection P Zhao, G Rocha, B Yu | 770 | 2009 |
Internet tomography A Coates, AO Hero III, R Nowak, B Yu IEEE Signal processing magazine 19 (3), 47-65, 2002 | 698 | 2002 |
Minimax Rates of Estimation for High-Dimensional Linear Regression Over-Balls G Raskutti, MJ Wainwright, B Yu IEEE transactions on information theory 57 (10), 6976-6994, 2011 | 664 | 2011 |
Network tomography: Recent developments R Castro, M Coates, G Liang, R Nowak, B Yu | 646 | 2004 |
Restricted eigenvalue properties for correlated Gaussian designs G Raskutti, MJ Wainwright, B Yu The Journal of Machine Learning Research 11, 2241-2259, 2010 | 592 | 2010 |
Statistical guarantees for the EM algorithm: From population to sample-based analysis S Balakrishnan, MJ Wainwright, B Yu | 576 | 2017 |