Bin YU
Bin YU
Professor of Statistics and EECS, UC Berkeley
Verified email at stat.berkeley.edu - Homepage
TitleCited byYear
Adaptive wavelet thresholding for image denoising and compression
SG Chang, B Yu, M Vetterli
IEEE transactions on image processing 9 (9), 1532-1546, 2000
34122000
On model selection consistency of Lasso
P Zhao, B Yu
Journal of Machine learning research 7 (Nov), 2541-2563, 2006
22512006
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
13322000
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
11401998
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers
SN Negahban, P Ravikumar, MJ Wainwright, B Yu
Statistical Science 27 (4), 538-557, 2012
9352012
Boosting with the L 2 loss: regression and classification
P Bühlmann, B Yu
Journal of the American Statistical Association 98 (462), 324-339, 2003
8342003
Lasso-type recovery of sparse representations for high-dimensional data
N Meinshausen, B Yu
The annals of statistics 37 (1), 246-270, 2009
7712009
Model selection and the principle of minimum description length
MH Hansen, B Yu
Journal of the American Statistical Association 96 (454), 746-774, 2001
7632001
Analyzing bagging
P Bühlmann, B Yu
The Annals of Statistics 30 (4), 927-961, 2002
6852002
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
6692011
High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence
P Ravikumar, MJ Wainwright, G Raskutti, B Yu
Electronic Journal of Statistics 5, 935-980, 2011
6342011
Internet tomography
A Coates, AO Hero III, R Nowak, B Yu
IEEE Signal processing magazine 19 (3), 47-65, 2002
6262002
Spectral clustering and the high-dimensional stochastic blockmodel
K Rohe, S Chatterjee, B Yu
The Annals of Statistics 39 (4), 1878-1915, 2011
5652011
The composite absolute penalties family for grouped and hierarchical variable selection
P Zhao, G Rocha, B Yu
The Annals of Statistics 37 (6A), 3468-3497, 2009
5612009
Network tomography: Recent developments
R Castro, M Coates, G Liang, R Nowak, B Yu
Statistical science, 499-517, 2004
5282004
Time-varying network tomography: router link data
J Cao, D Davis, S Vander Wiel, B Yu
Journal of the American statistical association 95 (452), 1063-1075, 2000
4132000
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
4012011
Restricted eigenvalue properties for correlated Gaussian designs
G Raskutti, MJ Wainwright, B Yu
Journal of Machine Learning Research 11 (Aug), 2241-2259, 2010
3662010
Boosting with early stopping: Convergence and consistency
T Zhang, B Yu
The Annals of Statistics 33 (4), 1538-1579, 2005
3322005
Regeneration in Markov chain samplers
P Mykland, L Tierney, B Yu
Journal of the American Statistical Association 90 (429), 233-241, 1995
2911995
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