Bin YU

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Peter BühlmannProfessor of Statistics and Mathematics, ETH ZurichVerifierad e-postadress på stat.math.ethz.ch
martin vetterliProfessor of computer and communication science, Ecole Polytechnique Federale LausanneVerifierad e-postadress på epfl.ch
S. Grace ChangVerifierad e-postadress på alum.mit.edu
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityVerifierad e-postadress på cs.cmu.edu
peter bickelProfessor of Statistics, UC BerkeleyVerifierad e-postadress på stat.berkeley.edu
Guilherme RochaEli Lilly and CompanyVerifierad e-postadress på lilly.com
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerifierad e-postadress på wisc.edu
Karl RoheProfessor of Statistics, UW MadisonVerifierad e-postadress på stat.wisc.edu
Mark CoatesProfessor of Electrical Engineering, McGill UniversityVerifierad e-postadress på ece.mcgill.ca
Rebecka JörnstenProfessor of Biostatistics and Applied Statistics, University of Gothenburg, ChalmersVerifierad e-postadress på chalmers.se
Thomas NaselarisAssociate Professor, Department of Neuroscience, University of MinnesotaVerifierad e-postadress på umn.edu
Nicolai MeinshausenProfessor of Statistics, ETH ZurichVerifierad e-postadress på stat.math.ethz.ch
Sahand NegahbanAssociate Professor, Yale UniversityVerifierad e-postadress på yale.edu
Andrew R BarronProfessor of Statistics, Yale UniversityVerifierad e-postadress på yale.edu
Peng GongThe University of Hong Kong，http://orcid.org/0000-0003-1513-3765Verifierad e-postadress på hku.hk
Julien MairalInria - Univ. Grenoble AlpesVerifierad e-postadress på inria.fr
Vincent Q. VuAssociate Professor of Statistics, The Ohio State UniversityVerifierad e-postadress på stat.osu.edu
Per MyklandRobert M. Hutchins Professor of Statistics and Finance, The University of ChicagoVerifierad e-postadress på pascal.uchicago.edu
Gerald SchullerProfessor of Media Technology, Ilmenau University of TechnologyVerifierad e-postadress på tu-ilmenau.de
Rui CastroEindhoven University of TechnologyVerifierad e-postadress på tue.nl

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Bin YU

Professor of Statistics and EECS, UC Berkeley

Verifierad e-postadress på stat.berkeley.edu - Startsida

Statistics Machine Learning Neuroscience Genomics Remote Sensing


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Adaptive wavelet thresholding for image denoising and compression SG Chang, B Yu, M Vetterli IEEE transactions on image processing 9 (9), 1532-1546, 2000	4385	2000
On model selection consistency of Lasso P Zhao, B Yu The Journal of Machine Learning Research 7, 2541-2563, 2006	3536	2006
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers SN Negahban, P Ravikumar, MJ Wainwright, B Yu	1627	2012
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	1550	2019
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	1514	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	1446	1998
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	1297	2019
Boosting With the L₂ Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1237	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	1232	2011
Analyzing bagging P Bühlmann, B Yu The annals of Statistics 30 (4), 927-961, 2002	1148	2002
Spectral clustering and the high-dimensional stochastic blockmodel K Rohe, S Chatterjee, B Yu	1121	2011
High-dimensional covariance estimation by minimizing ℓ₁-penalized log-determinant divergence P Ravikumar, MJ Wainwright, G Raskutti, B Yu	1077	2011
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu	1069	2009
Model selection and the principle of minimum description length MH Hansen, B Yu Journal of the american statistical association 96 (454), 746-774, 2001	959	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	710	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	699	2011
Network tomography: Recent developments R Castro, M Coates, G Liang, R Nowak, B Yu	661	2004
Statistical guarantees for the EM algorithm: From population to sample-based analysis S Balakrishnan, MJ Wainwright, B Yu	615	2017
Restricted eigenvalue properties for correlated Gaussian designs G Raskutti, MJ Wainwright, B Yu The Journal of Machine Learning Research 11, 2241-2259, 2010	615	2010

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