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Author ID: yu.bin.1 Recent zbMATH articles by "Yu, Bin"
Published as: Yu, Bin; Yu, B.
Homepage: https://binyu.stat.berkeley.edu/
External Links: MGP · Wikidata · ResearchGate · dblp
Videos: carmin.tv
all top 5

Co-Authors

9 single-authored
13 Wainwright, Martin J.
7 Bühlmann, Peter
6 Raskutti, Garvesh
5 Dwivedi, Raaz
5 Jia, Jinzhu
5 Speed, Terence Paul
4 Rocha, Guilherme V.
3 Barter, Rebecca L.
3 Chen, Yuansi
3 Hansen, Mark H.
3 Kumbier, Karl
3 Liu, Hanzhong
3 Ravikumar, Pradeep
3 Rissanen, Jorma J.
3 Rohe, Karl
3 Sekhon, Jasjeet S.
3 Shi, Tao
3 Zhao, Peng
2 Arcones, Miguel A.
2 Braverman, Amy J.
2 Chang, S. Grace
2 Clothiaux, Eugene E.
2 He, Yangbo
2 Liang, Gang
2 Mairal, Julien
2 Meinshausen, Nicolai
2 Miratrix, Luke W.
2 Munk, Axel
2 Singh, Chandan Kumar
2 Vetterli, Martin
2 Vu, Vincent Q.
2 Wu, Siqi
1 Abbasi-Asl, Reza
1 Anderes, Ethan B.
1 Balakrishnan, Sivaraman
1 Barnesmoore, Luke
1 Barron, Andrew Roger
1 Basu, Sumanta
1 Bean, Derek
1 Behr, Merle
1 Belkin, Mikhail
1 Benjamini, Yuval
1 Bickel, Peter John
1 Bloniarz, Adam
1 Cai, Tianwen
1 Cao, Jin
1 Castro, Rui M.
1 Chatterjee, Sourav
1 Chen, Fangfang
1 Clavier, Sophie
1 Coates, Mark J.
1 Davis, Drew
1 Denison, David D.
1 Ding, Peng
1 El Karoui, Noureddine
1 Gallant, Jack L.
1 Gawalt, Brian
1 Ho, Nhat
1 Holmes, Christopher C.
1 Horgan, Kevin
1 Jiang, Ming
1 Jiang, Xin
1 Jordan, Michael Irwin
1 Joseph, Antony
1 Kass, Robert E.
1 Kay, Kendrick N.
1 Khamaru, Koulik
1 Li, Hongwei
1 Li, Lei
1 Lim, Chinghway
1 Ma, Ping
1 Madigan, David
1 Mahoney, Michael W.
1 Mallick, Bani K.
1 Moroney, C.
1 Murdoch, W. James
1 Mykland, Per Aslak
1 Naselaris, Thomas
1 Negahban, Sahand N.
1 Nowak, Robert D.
1 Pakzad, Shamim N.
1 Park, Briton
1 Qin, Tai
1 Schiebinger, Geoffrey
1 Shen, Dennis
1 Shi, Jin
1 Su, Yongmei
1 Taft, Nina
1 Tan, Yan Shuo
1 Tierney, Luke
1 Uhler, Caroline
1 Wang, Yu
1 Wang, Yue-Qing
1 Wei, Mian
1 Xue, Zeyu
1 Yang, Jiagang
1 Yang, Mingzhe
1 Yang, Xue
1 Zhang, Cun-Hui
1 Zhang, Tong

Publications by Year

Citations contained in zbMATH Open

76 Publications have been cited 3,602 times in 2,800 Documents Cited by Year
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
604
2006
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
267
2012
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
230
2011
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
211
2011
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
189
2009
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
163
2003
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
143
2009
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
140
2011
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
105
2002
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
99
2000
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
99
2015
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
98
2010
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
80
1994
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
68
2012
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
67
1998
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
62
2001
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
61
1994
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
60
1997
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
60
2017
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
58
2005
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
50
2013
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
41
2000
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
41
1995
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
35
2019
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
34
2013
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
32
2016
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
30
2014
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
28
2013
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
28
2006
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
28
2007
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
27
1993
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
27
2019
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
24
2010
Stability. Zbl 1440.62402
Yu, Bin
23
2013
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
21
2004
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
20
1992
Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452
Miratrix, Luke W.; Sekhon, Jasjeet S.; Yu, Bin
20
2013
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
19
2016
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
19
2016
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
17
2015
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
15
1993
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
15
2009
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
15
2020
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
15
2018
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
12
2000
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
12
2018
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 1502.62030
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
11
2020
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
9
2015
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
9
2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
8
2013
Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382
Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin
7
2020
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
6
2011
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
5
2013
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
5
2000
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
3
1996
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
2
2011
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
2009
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
2
2013
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
2
2014
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
2
2017
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
Limit theorems for empirical processes under dependence. Zbl 0847.60023
Arcones, Miguel A.; Yu, Bin
1
1994
Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394
Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J.
1
2008
Binning in Gaussian kernel regularization. Zbl 1113.62051
Shi, Tao; Yu, Bin
1
2006
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Seven principles for rapid-response data science: lessons learned from COVID-19 forecasting. Zbl 07535203
Yu, Bin; Singh, Chandan
1
2022
The data science process: one culture. Discussion of: “Prediction, estimation, and attribution”. Zbl 1446.62353
Yu, Bin; Barter, Rebecca
1
2020
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
Superheat: an R package for creating beautiful and extendable heatmaps for visualizing complex data. Zbl 07499001
Barter, Rebecca L.; Yu, Bin
1
2018
Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 1467.68155
Wu, Siqi; Yu, Bin
1
2018
Classifying the expanding attractors on the figure-eight knot exterior and the non-transitive Anosov flows on the Franks-Williams manifold. Zbl 1527.37031
Yang, Jiagang; Yu, Bin
1
2022
Same root different leaves: time series and cross-sectional methods in panel data. Zbl 07846526
Shen, Dennis; Ding, Peng; Sekhon, Jasjeet; Yu, Bin
1
2023
Same root different leaves: time series and cross-sectional methods in panel data. Zbl 07846526
Shen, Dennis; Ding, Peng; Sekhon, Jasjeet; Yu, Bin
1
2023
Seven principles for rapid-response data science: lessons learned from COVID-19 forecasting. Zbl 07535203
Yu, Bin; Singh, Chandan
1
2022
Classifying the expanding attractors on the figure-eight knot exterior and the non-transitive Anosov flows on the Franks-Williams manifold. Zbl 1527.37031
Yang, Jiagang; Yu, Bin
1
2022
Veridical data science. Zbl 1456.62321
Yu, Bin; Kumbier, Karl
15
2020
Fast mixing of Metropolized Hamiltonian Monte Carlo: benefits of multi-step gradients. Zbl 1502.62030
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
11
2020
Singularity, misspecification and the convergence rate of EM. Zbl 1462.62382
Dwivedi, Raaz; Ho, Nhat; Khamaru, Koulik; Wainwright, Martin J.; Jordan, Michael I.; Yu, Bin
7
2020
The data science process: one culture. Discussion of: “Prediction, estimation, and attribution”. Zbl 1446.62353
Yu, Bin; Barter, Rebecca
1
2020
Unique sharp local minimum in \(\ell_1\)-minimization complete dictionary learning. Zbl 1498.68270
Wang, Yu; Wu, Siqi; Yu, Bin
1
2020
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
35
2019
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
27
2019
Fast MCMC sampling algorithms on polytopes. Zbl 1469.60240
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
15
2018
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
12
2018
Superheat: an R package for creating beautiful and extendable heatmaps for visualizing complex data. Zbl 07499001
Barter, Rebecca L.; Yu, Bin
1
2018
Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 1467.68155
Wu, Siqi; Yu, Bin
1
2018
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
60
2017
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
2
2017
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
32
2016
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
19
2016
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
19
2016
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
99
2015
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
17
2015
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
9
2015
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
30
2014
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 1454.62540
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
2
2014
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
50
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
34
2013
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
28
2013
Stability. Zbl 1440.62402
Yu, Bin
23
2013
Adjusting treatment effect estimates by post-stratification in randomized experiments. Zbl 07555452
Miratrix, Luke W.; Sekhon, Jasjeet S.; Yu, Bin
20
2013
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
9
2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
8
2013
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
5
2013
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
2
2013
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers. Zbl 1331.62350
Negahban, Sahand N.; Ravikumar, Pradeep; Wainwright, Martin J.; Yu, Bin
267
2012
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
68
2012
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
230
2011
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
211
2011
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
140
2011
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 1454.62413
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
6
2011
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
2
2011
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
98
2010
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
24
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
189
2009
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
143
2009
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
15
2009
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
2009
Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 1469.62394
Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J.
1
2008
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
28
2007
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
604
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
28
2006
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
Binning in Gaussian kernel regularization. Zbl 1113.62051
Shi, Tao; Yu, Bin
1
2006
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
58
2005
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
21
2004
Discussion on boosting papers. Zbl 1105.62310
Bühlmann, Peter; Yu, Bin
1
2004
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
163
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
105
2002
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
62
2001
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
99
2000
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
41
2000
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
12
2000
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
5
2000
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
67
1998
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
60
1997
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
3
1996
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
41
1995
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
80
1994
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
61
1994
Limit theorems for empirical processes under dependence. Zbl 0847.60023
Arcones, Miguel A.; Yu, Bin
1
1994
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
27
1993
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
15
1993
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
20
1992
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
all top 5

Cited by 4,676 Authors

43 Bühlmann, Peter
36 Fan, Jianqing
30 Yu, Bin
26 Lian, Heng
24 Van de Geer, Sara Anna
23 Cai, Tianwen
23 Huang, Jian
22 Tutz, Gerhard E.
22 Wainwright, Martin J.
19 Wang, Haiying
18 Liu, Han
18 Priebe, Carey E.
18 Tsybakov, Alexandre B.
18 Zhu, Ji
17 Levina, Elizaveta
17 Zhou, Harrison H.
14 Yang, Yuehan
14 Zou, Hui
13 Candès, Emmanuel J.
13 Zhang, Cun-Hui
12 Bickel, Peter John
12 Bradic, Jelena
12 Hothorn, Torsten
12 Michailidis, George C.
12 Taylor, Jonathan E.
12 Tibshirani, Robert John
12 Zhang, Tong
11 Li, Runze
11 Liu, Yufeng
11 Meinshausen, Nicolai
11 Zou, Bin
10 Feng, Yang
10 Lecué, Guillaume
10 Li, Lexin
10 Ma, Shuangge
10 Rosasco, Lorenzo A.
10 Shojaie, Ali
10 Yuan, Ming
10 Zhang, Hai
9 Dalalyan, Arnak S.
9 Gao, Chao
9 Grünwald, Peter D.
9 Kolar, Mladen
9 Lei, Jing
9 Leng, Chenlei
9 Li, Hongzhe
9 Liu, Hanzhong
9 Lv, Jinchi
9 Park, Gunwoong
9 Raskutti, Garvesh
9 Verzelen, Nicolas
9 Wang, Hansheng
9 Xue, Lingzhou
9 Zhou, Dingxuan
9 Zhu, Lixing
8 Ding, Peng
8 Foygel Barber, Rina
8 Ing, Ching-Kang
8 Jordan, Michael Irwin
8 Lahiri, Soumendra Nath
8 Li, Quefeng
8 Lyzinski, Vince
8 Rinaldo, Alessandro
8 Tang, Minh
8 Wang, Junhui
8 Wasserman, Larry Alan
8 Xu, Zongben
8 Yu, Jun
8 Zhao, Junlong
8 Zheng, Zemin
7 Amini, Arash Ali
7 Antoniadis, Anestis
7 Bartlett, Peter L.
7 Dette, Holger
7 Fan, Yingying
7 Guo, Xiao
7 Han, Qiyang
7 Liu, Jun S.
7 Lv, Shaogao
7 Pan, Shaohua
7 Sarkar, Purnamrita
7 Schmid, Matthias
7 Shen, Xiaotong
7 Tan, Zhiqiang
7 Uhler, Caroline
7 Wang, Mingqiu
7 Yang, Yuhong
7 Zhang, Huiming
7 Zhu, Xuening
6 Balakrishnan, Sivaraman
6 Banerjee, Moulinath
6 Bellec, Pierre C.
6 Bertsimas, Dimitris John
6 Bi, Shujun
6 Biau, Gérard
6 Bouzebda, Salim
6 Chen, Yuxin
6 Cheng, Guang
6 Chernozhukov, Victor
6 Clarke, Bertrand S.
...and 4,576 more Authors
all top 5

Cited in 301 Serials

290 The Annals of Statistics
174 Electronic Journal of Statistics
139 Journal of the American Statistical Association
137 Journal of Machine Learning Research (JMLR)
119 Computational Statistics and Data Analysis
67 Journal of Statistical Planning and Inference
64 Journal of Econometrics
62 Journal of Multivariate Analysis
60 The Annals of Applied Statistics
59 Statistics and Computing
55 Journal of Computational and Graphical Statistics
52 Bernoulli
50 Statistical Science
43 Biometrics
41 Machine Learning
39 Statistica Sinica
32 Statistics & Probability Letters
29 Computational Statistics
26 Communications in Statistics. Theory and Methods
26 Statistical Papers
22 Scandinavian Journal of Statistics
22 Journal of Statistical Computation and Simulation
22 Test
21 Annals of the Institute of Statistical Mathematics
21 International Journal of Wavelets, Multiresolution and Information Processing
21 Stat
20 Communications in Statistics. Simulation and Computation
20 Pattern Recognition
19 Applied and Computational Harmonic Analysis
17 Mathematical Programming. Series A. Series B
17 Journal of Applied Statistics
17 Statistical Analysis and Data Mining
16 Stochastic Processes and their Applications
16 Journal of Nonparametric Statistics
15 The Canadian Journal of Statistics
15 Probability Theory and Related Fields
15 Econometric Theory
15 Journal of the Korean Statistical Society
15 SIAM Journal on Imaging Sciences
14 International Statistical Review
14 Statistics
14 Neural Networks
14 Neural Computation
14 Foundations of Computational Mathematics
13 Journal of Complexity
13 Journal of the Royal Statistical Society. Series B. Statistical Methodology
13 SIAM Journal on Mathematics of Data Science
12 Biometrical Journal
12 Journal of Time Series Analysis
12 Sankhyā. Series A
11 Artificial Intelligence
11 Automatica
11 Science China. Mathematics
11 Bayesian Analysis
10 Inverse Problems
10 Information Sciences
10 Econometric Reviews
10 The Annals of Applied Probability
9 Psychometrika
9 Applied Mathematics and Computation
9 SIAM Journal on Optimization
9 Australian & New Zealand Journal of Statistics
9 Statistical Methods and Applications
8 Journal of Scientific Computing
8 Computational Optimization and Applications
8 SIAM Journal on Scientific Computing
8 Computational & Mathematical Methods in Medicine
8 Journal of Statistical Theory and Practice
7 Journal of Mathematical Psychology
7 Operations Research
7 SIAM Journal on Matrix Analysis and Applications
7 European Journal of Operational Research
7 Journal of Mathematical Imaging and Vision
7 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
7 Data Mining and Knowledge Discovery
7 Statistics Surveys
7 Journal of Business and Economic Statistics
6 Journal of Computational Physics
6 Econometrica
6 Journal of Computational and Applied Mathematics
6 International Journal of Approximate Reasoning
6 Signal Processing
6 Multidimensional Systems and Signal Processing
6 Proceedings of the National Academy of Sciences of the United States of America
6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
6 Statistical Modelling
5 The American Statistician
5 Theoretical Computer Science
5 Mathematical Problems in Engineering
5 Quantitative Finance
5 Journal of Statistical Mechanics: Theory and Experiment
5 Information and Inference
5 Journal of Theoretical Biology
4 Computers & Mathematics with Applications
4 Computer Methods in Applied Mechanics and Engineering
4 Information Processing Letters
4 Journal of the Franklin Institute
4 Journal of Mathematical Analysis and Applications
4 Metrika
4 Operations Research Letters
...and 201 more Serials
all top 5

Cited in 45 Fields

2,288 Statistics (62-XX)
488 Computer science (68-XX)
316 Numerical analysis (65-XX)
235 Probability theory and stochastic processes (60-XX)
210 Operations research, mathematical programming (90-XX)
157 Information and communication theory, circuits (94-XX)
126 Combinatorics (05-XX)
110 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
87 Biology and other natural sciences (92-XX)
53 Linear and multilinear algebra; matrix theory (15-XX)
35 Systems theory; control (93-XX)
32 Harmonic analysis on Euclidean spaces (42-XX)
29 Functional analysis (46-XX)
28 Calculus of variations and optimal control; optimization (49-XX)
18 Partial differential equations (35-XX)
17 Operator theory (47-XX)
12 Dynamical systems and ergodic theory (37-XX)
12 Approximations and expansions (41-XX)
12 Geophysics (86-XX)
10 Statistical mechanics, structure of matter (82-XX)
8 Convex and discrete geometry (52-XX)
6 History and biography (01-XX)
5 General and overarching topics; collections (00-XX)
4 Special functions (33-XX)
4 Ordinary differential equations (34-XX)
4 Differential geometry (53-XX)
3 Mathematical logic and foundations (03-XX)
3 Real functions (26-XX)
2 Algebraic geometry (14-XX)
2 Measure and integration (28-XX)
2 Integral equations (45-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Optics, electromagnetic theory (78-XX)
2 Quantum theory (81-XX)
1 Number theory (11-XX)
1 Group theory and generalizations (20-XX)
1 Potential theory (31-XX)
1 Difference and functional equations (39-XX)
1 Integral transforms, operational calculus (44-XX)
1 Algebraic topology (55-XX)
1 Manifolds and cell complexes (57-XX)
1 Mechanics of particles and systems (70-XX)
1 Mechanics of deformable solids (74-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Relativity and gravitational theory (83-XX)

Citations by Year

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