Bin YU

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

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Bin YU

Professor of Statistics and EECS, UC Berkeley

Verificeret mail på stat.berkeley.edu - Startside

Statistics Machine Learning Neuroscience Genomics Remote Sensing


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	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	4408	2000
On model selection consistency of Lasso P Zhao, B Yu The Journal of Machine Learning Research 7, 2541-2563, 2006	3568	2006
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers SN Negahban, P Ravikumar, MJ Wainwright, B Yu	1637	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	1627	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	1515	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	1459	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	1364	2019
Boosting With the L₂ Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1258	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	1257	2011
Analyzing bagging P Bühlmann, B Yu The annals of Statistics 30 (4), 927-961, 2002	1174	2002
Spectral clustering and the high-dimensional stochastic blockmodel K Rohe, S Chatterjee, B Yu	1136	2011
High-dimensional covariance estimation by minimizing ℓ₁-penalized log-determinant divergence P Ravikumar, MJ Wainwright, G Raskutti, B Yu	1090	2011
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu	1080	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	966	2001
The composite absolute penalties family for grouped and hierarchical variable selection P Zhao, G Rocha, B Yu	771	2009
Internet tomography A Coates, AO Hero III, R Nowak, B Yu IEEE Signal processing magazine 19 (3), 47-65, 2002	713	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	709	2011
Network tomography: Recent developments R Castro, M Coates, G Liang, R Nowak, B Yu	665	2004
Statistical guarantees for the EM algorithm: From population to sample-based analysis S Balakrishnan, MJ Wainwright, B Yu	626	2017
Restricted eigenvalue properties for correlated Gaussian designs G Raskutti, MJ Wainwright, B Yu The Journal of Machine Learning Research 11, 2241-2259, 2010	621	2010

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