Bin YU

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	すべて	2019 年以来
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61 件の論文

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Peter BühlmannProfessor of Statistics and Mathematics, ETH Zurich確認したメールアドレス: stat.math.ethz.ch
martin vetterliProfessor of computer and communication science, Ecole Polytechnique Federale Lausanne確認したメールアドレス: epfl.ch
S. Grace Chang確認したメールアドレス: alum.mit.edu
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon University確認したメールアドレス: cs.cmu.edu
peter bickelProfessor of Statistics, UC Berkeley確認したメールアドレス: stat.berkeley.edu
Guilherme RochaEli Lilly and Company確認したメールアドレス: lilly.com
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science確認したメールアドレス: wisc.edu
Karl RoheProfessor of Statistics, UW Madison確認したメールアドレス: stat.wisc.edu
Mark CoatesProfessor of Electrical Engineering, McGill University確認したメールアドレス: ece.mcgill.ca
Rebecka JörnstenProfessor of Biostatistics and Applied Statistics, University of Gothenburg, Chalmers確認したメールアドレス: chalmers.se
Thomas NaselarisAssociate Professor, Department of Neuroscience, University of Minnesota確認したメールアドレス: umn.edu
Nicolai MeinshausenProfessor of Statistics, ETH Zurich確認したメールアドレス: stat.math.ethz.ch
Sahand NegahbanAssociate Professor, Yale University確認したメールアドレス: yale.edu
Andrew R BarronProfessor of Statistics, Yale University確認したメールアドレス: yale.edu
Peng GongThe University of Hong Kong，http://orcid.org/0000-0003-1513-3765確認したメールアドレス: hku.hk
Julien MairalInria - Univ. Grenoble Alpes確認したメールアドレス: inria.fr
Vincent Q. VuAssociate Professor of Statistics, The Ohio State University確認したメールアドレス: stat.osu.edu
Per MyklandRobert M. Hutchins Professor of Statistics and Finance, The University of Chicago確認したメールアドレス: pascal.uchicago.edu
Gerald SchullerProfessor of Media Technology, Ilmenau University of Technology確認したメールアドレス: tu-ilmenau.de
Rui CastroEindhoven University of Technology確認したメールアドレス: tue.nl

フォロー

Bin YU

Professor of Statistics and EECS, UC Berkeley

確認したメールアドレス: stat.berkeley.edu - ホームページ

Statistics Machine Learning Neuroscience Genomics Remote Sensing


タイトル引用回数順公開年順タイトル順	引用先引用先	年
Adaptive wavelet thresholding for image denoising and compression SG Chang, B Yu, M Vetterli IEEE transactions on image processing 9 (9), 1532-1546, 2000	4345	2000
On model selection consistency of Lasso P Zhao, B Yu The Journal of Machine Learning Research 7, 2541-2563, 2006	3481	2006
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers SN Negahban, P Ravikumar, MJ Wainwright, B Yu	1599	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	1510	2000
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	1454	2019
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	1438	1998
Boosting With the L₂ Loss: Regression and Classification P Bühlmann, B Yu Journal of the American Statistical Association 98 (462), 324-339, 2003	1224	2003
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	1222	2019
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	1204	2011
Analyzing bagging P Bühlmann, B Yu The annals of Statistics 30 (4), 927-961, 2002	1120	2002
Spectral clustering and the high-dimensional stochastic blockmodel K Rohe, S Chatterjee, B Yu	1106	2011
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu	1059	2009
High-dimensional covariance estimation by minimizing ℓ₁-penalized log-determinant divergence P Ravikumar, MJ Wainwright, G Raskutti, B Yu	1054	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	953	2001
The composite absolute penalties family for grouped and hierarchical variable selection P Zhao, G Rocha, B Yu	763	2009
Internet tomography A Coates, AO Hero III, R Nowak, B Yu IEEE Signal processing magazine 19 (3), 47-65, 2002	705	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	683	2011
Network tomography: Recent developments R Castro, M Coates, G Liang, R Nowak, B Yu	658	2004
Restricted eigenvalue properties for correlated Gaussian designs G Raskutti, MJ Wainwright, B Yu The Journal of Machine Learning Research 11, 2241-2259, 2010	607	2010
Statistical guarantees for the EM algorithm: From population to sample-based analysis S Balakrishnan, MJ Wainwright, B Yu	597	2017

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