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Yu, Bin

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Author ID: yu.bin.1 Recent zbMATH articles by "Yu, Bin"
Published as: Yu, B.; Yu, Bin
Homepage: http://www.stat.berkeley.edu/~binyu/Site/Welcome.html
External Links: MGP · Wikidata · ResearchGate · dblp
Documents Indexed: 109 Publications since 1992, including 1 Book

Publications by Year

Citations contained in zbMATH

73 Publications have been cited 2,024 times in 1,572 Documents Cited by Year
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
366
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
131
2012
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
129
2009
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
121
2011
Boosting with the \(L_ 2\) loss: Regression and classification. Zbl 1041.62029
Bühlmann, Peter; Yu, Bin
113
2003
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
104
2011
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
95
2009
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
76
2000
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
75
2011
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
67
2002
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
53
1994
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
51
2010
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
48
2001
The minimum description length principle in coding and modeling. Zbl 0933.94013
Barron, Andrew; Rissanen, Jorma; Yu, Bin
47
1998
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
44
1994
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
42
2000
Regeneration in Markov chain samplers. Zbl 0819.62082
Mykland, Per; Tierney, Luke; Yu, Bin
33
1995
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
31
2012
Boosting with early stopping: convergence and consistency. Zbl 1078.62038
Zhang, Tong; Yu, Bin
30
2005
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
30
1997
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
24
1993
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
23
2015
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
21
2013
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
20
2006
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
18
2007
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
18
1992
Statistical guarantees for the EM algorithm: from population to sample-based analysis. Zbl 1367.62052
Balakrishnan, Sivaraman; Wainwright, Martin J.; Yu, Bin
16
2017
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
16
2013
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
14
1993
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
12
2014
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
12
2010
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
2004
An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014
Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng
10
2016
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
10
2000
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
9
2016
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
9
2013
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
9
2009
Predicting protein submitochondrial locations by incorporating the pseudo-position specific scoring matrix into the general Chou’s pseudo-amino acid composition. Zbl 1397.92228
Qiu, Wenying; Li, Shan; Cui, Xiaowen; Yu, Zhaomin; Wang, Minghui; Du, Junwei; Peng, Yanjun; Yu, Bin
6
2018
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
5
2017
Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063
Yu, Bin; Zhan, Jianming
5
2015
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
5
2015
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
5
2013
Stability. Zbl 1440.62402
Yu, Bin
5
2013
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
5
2013
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 05961661
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
5
2011
Wavelet thresholding via MDL for natural images. Zbl 1002.94504
Hansen, Mark; Yu, Bin
5
2000
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
3
2019
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
3
2016
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
3
2013
A fast lightweight approach to origin-destination IP traffic estimation using partial measurements. Zbl 1317.94165
Liang, Gang; Taft, Nina; Yu, Bin
3
2006
Lasso adjustments of treatment effect estimates in randomized experiments. Zbl 1357.62098
Bloniarz, Adam; Liu, Hanzhong; Zhang, Cun-Hui; Sekhon, Jasjeet S.; Yu, Bin
2
2016
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
2
2015
Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121
Cai, W.-H.; Li, F.-C.; Zhang, H.-N.; Li, X.-B.; Yu, B.; Wei, J.-J.; Kawaguchi, Y.; Hishida, K.
2
2009
Information in the nonstationary case. Zbl 1156.92010
Vu, Vincent Q.; Yu, Bin; Kass, Robert E.
2
2009
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
2
1996
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
1
2019
Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192
Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin
1
2019
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
1
2018
Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 06982924
Wu, Siqi; Yu, Bin
1
2018
Fast MCMC sampling algorithms on polytopes. Zbl 06982346
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; Yu, Bin
1
2018
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
1
2017
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
1
2016
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
2014
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 06302245
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
1
2014
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
1
2013
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
1
2011
Daytime arctic cloud detection based on multi-angle satellite data with case studies. Zbl 05564512
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
Iterated logarithmic expansions of the pathwise code lengths for exponential families. Zbl 0999.94020
Li, Lei; Yu, Bin
1
2000
Learning by MDL. Zbl 0866.68092
Rissanen, J.; Yu, Bin
1
1996
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
Definitions, methods, and applications in interpretable machine learning. Zbl 1431.62266
Murdoch, W. James; Singh, Chandan; Kumbier, Karl; Abbasi-Asl, Reza; Yu, Bin
3
2019
Log-concave sampling: Metropolis-Hastings algorithms are fast. Zbl 1440.62039
Dwivedi, Raaz; Chen, Yuansi; Wainwright, Martin J.; Yu, Bin
1
2019
Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine. Zbl 1406.92192
Kang, Chuanze; Huo, Yanhao; Xin, Lihui; Tian, Baoguang; Yu, Bin
1
2019
Predicting protein submitochondrial locations by incorporating the pseudo-position specific scoring matrix into the general Chou’s pseudo-amino acid composition. Zbl 1397.92228
Qiu, Wenying; Li, Shan; Cui, Xiaowen; Yu, Zhaomin; Wang, Minghui; Du, Junwei; Peng, Yanjun; Yu, Bin
6
2018
Iterative random forests to discover predictive and stable high-order interactions. Zbl 1416.62594
Basu, Sumanta; Kumbier, Karl; Brown, James B.; Yu, Bin
1
2018
Local identifiability of \(\ell_1\)-minimization dictionary learning: a sufficient and almost necessary condition. Zbl 06982924
Wu, Siqi; Yu, Bin
1
2018
Fast MCMC sampling algorithms on polytopes. Zbl 06982346
Chen, Yuansi; Dwivedi, Raaz; Wainwright, Martin J.; 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
16
2017
Building Anosov flows on 3-manifolds. Zbl 1375.37083
Béguin, François; Bonatti, Christian; Yu, Bin
5
2017
Comments on: “High-dimensional simultaneous inference with the bootstrap”. Zbl 06833596
Liu, Hanzhong; Yu, Bin
1
2017
An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Zbl 1350.90014
Yao, Baozhen; Yu, Bin; Hu, Ping; Gao, Junjie; Zhang, Mingheng
10
2016
Impact of regularization on spectral clustering. Zbl 1357.62229
Joseph, Antony; Yu, Bin
9
2016
Characterizations of two kinds of hemirings based on probability spaces. Zbl 1370.16045
Zhan, Jianming; Yu, Bin; Fotea, Violeta-Elena
3
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
2
2016
Co-clustering directed graphs to discover asymmetries and directional communities. Zbl 1406.91306
Rohe, Karl; Qin, Tai; Yu, Bin
1
2016
A statistical perspective on algorithmic leveraging. Zbl 1337.62164
Ma, Ping; Mahoney, Michael W.; Yu, Bin
23
2015
Applications of falling fuzzy \(h\)-bi-(\(h\)-quasi-)ideals to hemirings based on probability spaces. Zbl 1394.16063
Yu, Bin; Zhan, Jianming
5
2015
The geometry of kernelized spectral clustering. Zbl 1312.62082
Schiebinger, Geoffrey; Wainwright, Martin J.; Yu, Bin
5
2015
Counting and exploring sizes of Markov equivalence classes of directed acyclic graphs. Zbl 1351.68211
He, Yangbo; Jia, Jinzhu; Yu, Bin
2
2015
Early stopping and non-parametric regression: an optimal data-dependent stopping rule. Zbl 1318.62136
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
12
2014
Bounded model checking of traffic light control system. Zbl 1351.68169
Yu, Bin; Duan, Zhenhua; Tian, Cong
1
2014
Concise comparative summaries (CCS) of large text corpora with a human experiment. Zbl 06302245
Jia, Jinzhu; Miratrix, Luke; Yu, Bin; Gawalt, Brian; El Ghaoui, Laurent; Barnesmoore, Luke; Clavier, Sophie
1
2014
On robust regression with high-dimensional predictors. Zbl 1359.62184
El Karoui, Noureddine; Bean, Derek; Bickel, Peter J.; Lim, Chinghway; Yu, Bin
21
2013
Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068
Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin
16
2013
Asymptotic properties of Lasso+mLS and Lasso+Ridge in sparse high-dimensional linear regression. Zbl 1281.62158
Liu, Hanzhong; Yu, Bin
9
2013
Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs. Zbl 1360.62369
He, Yangbo; Jia, Jinzhu; Yu, Bin
5
2013
Stability. Zbl 1440.62402
Yu, Bin
5
2013
The lasso under Poisson-like heteroscedasticity. Zbl 1259.62042
Jia, Jinzhu; Rohe, Karl; Yu, Bin
5
2013
Supervised feature selection in graphs with path coding penalties and network flows. Zbl 1317.68175
Mairal, Julien; Yu, Bin
3
2013
The shuffle estimator for explainable variance in fMRI experiments. Zbl 1283.62216
Benjamini, Yuval; Yu, Bin
1
2013
A hierarchical Bayesian approach for aerosol retrieval using MISR data. Zbl 06195954
Wang, Yueqing; Jiang, Xin; Yu, Bin; Jiang, Ming
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
131
2012
Minimax-optimal rates for sparse additive models over kernel classes via convex programming. Zbl 1283.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
31
2012
High-dimensional covariance estimation by minimizing \(\ell _{1}\)-penalized log-determinant divergence. Zbl 1274.62190
Ravikumar, Pradeep; Wainwright, Martin J.; Raskutti, Garvesh; Yu, Bin
121
2011
Spectral clustering and the high-dimensional stochastic blockmodel. Zbl 1227.62042
Rohe, Karl; Chatterjee, Sourav; Yu, Bin
104
2011
Minimax rates of estimation for high-dimensional linear regression over \(\ell_q\)-balls. Zbl 1365.62276
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
75
2011
Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models. Zbl 05961661
Vu, Vincent Q.; Ravikumar, Pradeep; Naselaris, Thomas; Kay, Kendrick N.; Gallant, Jack L.; Yu, Bin
5
2011
Distributed modal identification using restricted auto regressive models. Zbl 1230.93095
Pakzad, Shamim N.; Rocha, Guilherme V.; Yu, Bin
1
2011
Restricted eigenvalue properties for correlated Gaussian designs. Zbl 1242.62071
Raskutti, Garvesh; Wainwright, Martin J.; Yu, Bin
51
2010
On model selection consistency of the elastic net when \(p \gg n\). Zbl 1187.62125
Jia, Jinzhu; Yu, Bin
12
2010
Lasso-type recovery of sparse representations for high-dimensional data. Zbl 1155.62050
Meinshausen, Nicolai; Yu, Bin
129
2009
The composite absolute penalties family for grouped and hierarchical variable selection. Zbl 1369.62164
Zhao, Peng; Rocha, Guilherme; Yu, Bin
95
2009
Data spectroscopy: eigenspaces of convolution operators and clustering. Zbl 1191.62114
Shi, Tao; Belkin, Mikhail; Yu, Bin
9
2009
Study on the characteristics of turbulent drag-reducing channel flow by particle image velocimetry combining with proper orthogonal decomposition analysis. Zbl 1183.76121
Cai, W.-H.; Li, F.-C.; Zhang, H.-N.; Li, X.-B.; Yu, B.; Wei, J.-J.; Kawaguchi, Y.; Hishida, K.
2
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 05564512
Shi, Tao; Yu, Bin; Clothiaux, Eugene E.; Braverman, Amy J.
1
2008
Stagewise Lasso. Zbl 1222.68345
Zhao, Peng; Yu, Bin
18
2007
On model selection consistency of Lasso. Zbl 1222.62008
Zhao, Peng; Yu, Bin
366
2006
Sparse boosting. Zbl 1222.68155
Bühlmann, Peter; Yu, Bin
20
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
30
2005
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
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
113
2003
Analyzing bagging. Zbl 1029.62037
Bühlmann, Peter; Yu, Bin
67
2002
Model selection and the principle of minimum description length. Zbl 1017.62004
Hansen, Mark H.; Yu, Bin
48
2001
Adaptive wavelet thresholding for image denoising and compression. Zbl 0962.94028
Chang, S. Grace; Yu, Bin; Vetterli, Martin
76
2000
Spatially adaptive wavelet thresholding with context modeling for image denoising. Zbl 0962.94027
Chang, S. Grace; Yu, Bin; Vetterli, Martin
42
2000
Time-varying network tomography: router link data. Zbl 1072.90507
Cao, Jin; Davis, Drew; Vander Wiel, Scott; Yu, Bin
10
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
47
1998
Assouad, Fano, and Le Cam. Zbl 0896.62032
Yu, Bin
30
1997
Lower bounds on expected redundancy for nonparametric classes. Zbl 0843.62006
Yu, Bin
2
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
33
1995
Rates of convergence for empirical processes of stationary mixing sequences. Zbl 0802.60024
Yu, Bin
53
1994
Central limit theorems for empirical and \(U\)-processes of stationary mixing sequences. Zbl 0786.60028
Arcones, M. A.; Yu, B.
44
1994
Density estimation in the \(L^ \infty\) norm for dependent data with applications to the Gibbs sampler. Zbl 0792.62035
Yu, Bin
24
1993
Model selection and prediction: Normal regression. Zbl 0774.62093
Speed, T. P.; Yu, Bin
14
1993
Density estimation by stochastic complexity. Zbl 0743.62004
Rissanen, Jorma; Speed, Terry P.; Yu, Bin
18
1992
Data compression and histograms. Zbl 0767.60036
Yu, Bin; Speed, T. P.
1
1992
all top 5

Cited by 2,736 Authors

33 Bühlmann, Peter
25 Fan, Jianqing
22 Yu, Bin
21 Van de Geer, Sara Anna
19 Tutz, Gerhard E.
17 Wainwright, Martin J.
15 Tsybakov, Alexandre B.
14 Zhou, Harrison H.
13 Cai, Tony Tony
13 Lian, Heng
13 Liu, Han
13 Zhang, Cun-Hui
12 Priebe, Carey E.
10 Bickel, Peter John
10 Hothorn, Torsten
10 Huang, Jian
10 Lecué, Guillaume
9 Bradic, Jelena
9 Candès, Emmanuel J.
9 Dalalyan, Arnak S.
9 Meinshausen, Nicolai
9 Tibshirani, Robert John
9 Zhang, Tong
9 Zou, Hui
8 Zhu, Ji
8 Zhu, Lixing
7 Leng, Chenlei
7 Levina, Elizaveta
7 Lyzinski, Vince
7 Tang, Minh
7 Taylor, Jonathan E.
7 Verzelen, Nicolas
7 Xu, Zongben
7 Yuan, Ming
7 Zhang, Hai
7 Zhao, Junlong
7 Zhou, Dingxuan
7 Zou, Bin
6 Fan, Yingying
6 Foygel Barber, Rina
6 Huang, Jian
6 Kim, Yongdai
6 Lahiri, Soumendra Nath
6 Li, Runze
6 Lv, Jinchi
6 Michailidis, George C.
6 Negahban, Sahand N.
6 Ren, Zhao
6 Rinaldo, Alessandro
6 Rosasco, Lorenzo A.
6 Wang, Haiying
6 Wang, Mingqiu
6 Wang, Sijian
6 Xue, Lingzhou
6 Yang, Yuhong
5 Biau, Gérard
5 Chandrasekaran, Venkat
5 Chen, Yuxin
5 Dette, Holger
5 El Karoui, Noureddine
5 Fadili, Jalal M.
5 Feng, Yunlong
5 Flegal, James M.
5 Gao, Chao
5 Grünwald, Peter D.
5 Ing, Ching-Kang
5 Jones, Galin L.
5 Kolar, Mladen
5 Kwon, Sunghoon
5 Li, Hongzhe
5 Li, Luoqing
5 Li, Quefeng
5 Liu, Yufeng
5 Ma, Shuangge
5 Mendelson, Shahar
5 Peyré, Gabriel
5 Ravikumar, Pradeep
5 Rigollet, Philippe
5 Shen, Xiaotong
5 Slawski, Martin
5 Sussman, Daniel L.
5 Suykens, Johan A. K.
5 Uhler, Caroline
5 Wang, Weichen
5 Wasserman, Larry Alan
5 Willsky, Alan Steven
5 Wu, Wei Biao
5 Xing, Eric P.
5 Yang, Yuehan
5 Zhan, Jianming
4 Alquier, Pierre
4 Amini, Arash Ali
4 Anandkumar, Animashree
4 Antoniadis, Anestis
4 Bach, Francis R.
4 Bertsimas, Dimitris John
4 Bhattacharya, Anirban
4 Binder, Harald
4 Blanchard, Gilles
4 Chatterjee, Arindam
...and 2,636 more Authors
all top 5

Cited in 216 Serials

225 The Annals of Statistics
120 Electronic Journal of Statistics
72 Computational Statistics and Data Analysis
52 Journal of Statistical Planning and Inference
48 Journal of the American Statistical Association
45 Journal of Multivariate Analysis
44 Journal of Machine Learning Research (JMLR)
41 The Annals of Applied Statistics
32 Journal of Econometrics
31 Bernoulli
31 Statistics and Computing
28 Statistics & Probability Letters
26 Statistical Science
23 Machine Learning
20 International Journal of Wavelets, Multiresolution and Information Processing
19 Pattern Recognition
16 Annals of the Institute of Statistical Mathematics
16 Applied and Computational Harmonic Analysis
15 Probability Theory and Related Fields
14 Computational Statistics
14 Journal of Statistical Computation and Simulation
14 Test
13 Mathematical Programming. Series A. Series B
13 Journal of Nonparametric Statistics
13 Journal of the Royal Statistical Society. Series B. Statistical Methodology
12 Biometrics
12 Neural Computation
12 Statistical Analysis and Data Mining
11 Stochastic Processes and their Applications
10 Statistical Papers
10 Econometric Theory
10 Foundations of Computational Mathematics
10 Journal of Theoretical Biology
9 Scandinavian Journal of Statistics
9 Communications in Statistics. Theory and Methods
9 SIAM Journal on Imaging Sciences
9 Science China. Mathematics
8 Automatica
8 Biometrical Journal
8 Journal of Applied Statistics
8 Computational & Mathematical Methods in Medicine
7 Journal of Mathematical Psychology
7 Neural Networks
7 Annals of Operations Research
7 SIAM Journal on Optimization
6 Applied Mathematics and Computation
6 Journal of Time Series Analysis
6 Journal of Complexity
6 Signal Processing
6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
6 Journal of Mathematical Imaging and Vision
6 Statistical Modelling
5 Inverse Problems
5 Operations Research
5 Theoretical Computer Science
5 Statistics
5 International Journal of Approximate Reasoning
5 Multidimensional Systems and Signal Processing
5 Computational Optimization and Applications
5 SIAM Journal on Scientific Computing
5 Mathematical Problems in Engineering
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
5 Quantitative Finance
5 Journal of the Korean Statistical Society
5 Information and Inference
5 Bayesian Analysis
4 The Canadian Journal of Statistics
4 Computers & Mathematics with Applications
4 Journal of Computational and Applied Mathematics
4 Circuits, Systems, and Signal Processing
4 SIAM Journal on Matrix Analysis and Applications
4 Journal of Scientific Computing
4 Mathematical Methods of Statistics
4 Data Mining and Knowledge Discovery
4 Statistical Methods and Applications
4 Advances in Data Analysis and Classification. ADAC
4 EURASIP Journal on Advances in Signal Processing
4 Journal of Statistical Theory and Practice
4 Statistics Surveys
4 Sankhyā. Series A
3 Artificial Intelligence
3 Information Processing Letters
3 Journal of the Franklin Institute
3 Journal of Mathematical Analysis and Applications
3 Information Sciences
3 Operations Research Letters
3 Constructive Approximation
3 Information and Computation
3 Journal of Theoretical Probability
3 Numerical Algorithms
3 Communications in Statistics. Simulation and Computation
3 Statistica Sinica
3 Advances in Computational Mathematics
3 Soft Computing
3 Australian & New Zealand Journal of Statistics
3 Computational Geosciences
3 Entropy
3 Journal of Multiple-Valued Logic and Soft Computing
3 Statistical Methodology
3 AStA. Advances in Statistical Analysis
...and 116 more Serials
all top 5

Cited in 42 Fields

1,210 Statistics (62-XX)
279 Computer science (68-XX)
260 Numerical analysis (65-XX)
156 Probability theory and stochastic processes (60-XX)
126 Operations research, mathematical programming (90-XX)
114 Information and communication theory, circuits (94-XX)
74 Combinatorics (05-XX)
63 Biology and other natural sciences (92-XX)
57 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
30 Linear and multilinear algebra; matrix theory (15-XX)
28 Harmonic analysis on Euclidean spaces (42-XX)
25 Systems theory; control (93-XX)
16 Functional analysis (46-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
10 Dynamical systems and ergodic theory (37-XX)
9 Geophysics (86-XX)
8 Approximations and expansions (41-XX)
7 Partial differential equations (35-XX)
5 History and biography (01-XX)
5 Mathematical logic and foundations (03-XX)
5 Associative rings and algebras (16-XX)
5 Operator theory (47-XX)
4 General and overarching topics; collections (00-XX)
4 Convex and discrete geometry (52-XX)
4 Differential geometry (53-XX)
4 Manifolds and cell complexes (57-XX)
3 Order, lattices, ordered algebraic structures (06-XX)
3 Special functions (33-XX)
3 Ordinary differential equations (34-XX)
2 Global analysis, analysis on manifolds (58-XX)
2 Fluid mechanics (76-XX)
2 Statistical mechanics, structure of matter (82-XX)
1 Number theory (11-XX)
1 Algebraic geometry (14-XX)
1 Group theory and generalizations (20-XX)
1 Real functions (26-XX)
1 Measure and integration (28-XX)
1 Integral transforms, operational calculus (44-XX)
1 Algebraic topology (55-XX)
1 Optics, electromagnetic theory (78-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Quantum theory (81-XX)

Citations by Year

Wikidata Timeline

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