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Levina, Elizaveta

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Author ID: levina.elizaveta Recent zbMATH articles by "Levina, Elizaveta"
Published as: Levina, Elizaveta
External Links: MGP · Wikidata
Documents Indexed: 33 Publications since 2004

Publications by Year

Citations contained in zbMATH Open

27 Publications have been cited 1,331 times in 822 Documents Cited by Year
Regularized estimation of large covariance matrices. Zbl 1132.62040
Bickel, Peter J.; Levina, Elizaveta
274
2008
Covariance regularization by thresholding. Zbl 1196.62062
Bickel, Peter J.; Levina, Elizaveta
266
2008
Sparse permutation invariant covariance estimation. Zbl 1320.62135
Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji
164
2008
Some theory for Fisher’s linear discriminant function, ‘naive Bayes’, and some alternatives when there are many more variables than observations. Zbl 1064.62073
Bickel, Peter J.; Levina, Elizaveta
137
2004
Generalized thresholding of large covariance matrices. Zbl 1388.62170
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
102
2009
Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095
Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
53
2012
Joint estimation of multiple graphical models. Zbl 1214.62058
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
52
2011
Pseudo-likelihood methods for community detection in large sparse networks. Zbl 1277.62166
Amini, Arash A.; Chen, Aiyou; Bickel, Peter J.; Levina, Elizaveta
49
2013
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
40
2008
The method of moments and degree distributions for network models. Zbl 1232.91577
Bickel, Peter J.; Chen, Aiyou; Levina, Elizaveta
36
2011
A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
31
2010
On semidefinite relaxations for the block model. Zbl 1393.62021
Amini, Arash A.; Levina, Elizaveta
26
2018
Concentration and regularization of random graphs. Zbl 1373.05179
Le, Can M.; Levina, Elizaveta; Vershynin, Roman
21
2017
Texture synthesis and nonparametric resampling of random fields. Zbl 1246.62194
Levina, Elizaveta; Bickel, Peter J.
16
2006
Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
14
2010
Partial estimation of covariance matrices. Zbl 1318.62179
Levina, Elizaveta; Vershynin, Roman
9
2012
Community detection in networks with node features. Zbl 1359.62271
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
7
2016
A sparse Ising model with covariates. Zbl 1393.62057
Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji
5
2014
Optimization via low-rank approximation for community detection in networks. Zbl 1331.62312
Le, Can M.; Levina, Elizaveta; Vershynin, Roman
5
2016
Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
5
2017
Network cross-validation by edge sampling. Zbl 1441.62049
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
5
2020
Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195
Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji
4
2015
Network classification with applications to brain connectomics. Zbl 1433.62314
Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F.
4
2019
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
2
2019
Local vote decision fusion for target detection in wireless sensor networks. Zbl 1390.94598
Katenka, Natallia; Levina, Elizaveta; Michailidis, George
2
2008
Correction to the proof of consistency of community detection. Zbl 1310.62109
Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
1
2015
Tracking multiple targets using binary decisions from wireless sensor networks. Zbl 06195948
Katenka, Natallia; Levina, Elizaveta; Michailidis, George
1
2013
Network cross-validation by edge sampling. Zbl 1441.62049
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
5
2020
Network classification with applications to brain connectomics. Zbl 1433.62314
Relión, Jesús D. Arroyo; Kessler, Daniel; Levina, Elizaveta; Taylor, Stephan F.
4
2019
Prediction models for network-linked data. Zbl 1417.62354
Li, Tianxi; Levina, Elizaveta; Zhu, Ji
2
2019
On semidefinite relaxations for the block model. Zbl 1393.62021
Amini, Arash A.; Levina, Elizaveta
26
2018
Concentration and regularization of random graphs. Zbl 1373.05179
Le, Can M.; Levina, Elizaveta; Vershynin, Roman
21
2017
Estimating network edge probabilities by neighbourhood smoothing. Zbl 07072327
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
5
2017
Community detection in networks with node features. Zbl 1359.62271
Zhang, Yuan; Levina, Elizaveta; Zhu, Ji
7
2016
Optimization via low-rank approximation for community detection in networks. Zbl 1331.62312
Le, Can M.; Levina, Elizaveta; Vershynin, Roman
5
2016
Estimating heterogeneous graphical models for discrete data with an application to roll call voting. Zbl 1397.62195
Guo, Jian; Cheng, Jie; Levina, Elizaveta; Michailidis, George; Zhu, Ji
4
2015
Correction to the proof of consistency of community detection. Zbl 1310.62109
Bickel, Peter J.; Chen, Aiyou; Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
1
2015
A sparse Ising model with covariates. Zbl 1393.62057
Cheng, Jie; Levina, Elizaveta; Wang, Pei; Zhu, Ji
5
2014
Pseudo-likelihood methods for community detection in large sparse networks. Zbl 1277.62166
Amini, Arash A.; Chen, Aiyou; Bickel, Peter J.; Levina, Elizaveta
49
2013
Tracking multiple targets using binary decisions from wireless sensor networks. Zbl 06195948
Katenka, Natallia; Levina, Elizaveta; Michailidis, George
1
2013
Consistency of community detection in networks under degree-corrected stochastic block models. Zbl 1257.62095
Zhao, Yunpeng; Levina, Elizaveta; Zhu, Ji
53
2012
Partial estimation of covariance matrices. Zbl 1318.62179
Levina, Elizaveta; Vershynin, Roman
9
2012
Joint estimation of multiple graphical models. Zbl 1214.62058
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
52
2011
The method of moments and degree distributions for network models. Zbl 1232.91577
Bickel, Peter J.; Chen, Aiyou; Levina, Elizaveta
36
2011
A new approach to Cholesky-based covariance regularization in high dimensions. Zbl 1195.62089
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
31
2010
Pairwise variable selection for high-dimensional model-based clustering. Zbl 1203.62190
Guo, Jian; Levina, Elizaveta; Michailidis, George; Zhu, Ji
14
2010
Generalized thresholding of large covariance matrices. Zbl 1388.62170
Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji
102
2009
Regularized estimation of large covariance matrices. Zbl 1132.62040
Bickel, Peter J.; Levina, Elizaveta
274
2008
Covariance regularization by thresholding. Zbl 1196.62062
Bickel, Peter J.; Levina, Elizaveta
266
2008
Sparse permutation invariant covariance estimation. Zbl 1320.62135
Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji
164
2008
Sparse estimation of large covariance matrices via a nested Lasso penalty. Zbl 1137.62338
Levina, Elizaveta; Rothman, Adam; Zhu, Ji
40
2008
Local vote decision fusion for target detection in wireless sensor networks. Zbl 1390.94598
Katenka, Natallia; Levina, Elizaveta; Michailidis, George
2
2008
Texture synthesis and nonparametric resampling of random fields. Zbl 1246.62194
Levina, Elizaveta; Bickel, Peter J.
16
2006
Some theory for Fisher’s linear discriminant function, ‘naive Bayes’, and some alternatives when there are many more variables than observations. Zbl 1064.62073
Bickel, Peter J.; Levina, Elizaveta
137
2004
all top 5

Cited by 1,344 Authors

24 Fan, Jianqing
16 Levina, Elizaveta
14 Liu, Han
13 Bickel, Peter John
13 Cai, Tony Tony
11 Zhou, Harrison H.
11 Zhu, Ji
10 Leng, Chenlei
10 Wainwright, Martin J.
8 Guillot, Dominique
8 Jiang, Binyan
8 Jin, Jiashun
8 Pan, Wei
8 Rajaratnam, Bala
8 Ren, Zhao
8 Shen, Xiaotong
8 Wang, Yazhen
7 Lee, Kyoungjae
7 Lei, Jing
7 Liao, Yuan
7 Wang, Hansheng
7 Wang, Weichen
7 Wu, Wei Biao
7 Xue, Lingzhou
7 Yuan, Ming
7 Zou, Hui
6 Aoshima, Makoto
6 Fan, Yingying
6 Ghosal, Subhashis
6 Han, Fang
6 Khare, Apoorva
6 Liu, Yufeng
6 Park, Junyong
6 Priebe, Carey E.
6 Verzelen, Nicolas
5 Chandrasekaran, Venkat
5 Deng, Xinwei
5 Gel, Yulia R.
5 Khare, Kshitij
5 Kolar, Mladen
5 Li, Runze
5 Ma, Zongming
5 Michailidis, George C.
5 Nadler, Boaz
5 Pan, Guangming
5 Pati, Debdeep
5 Paul, Debashis
5 Rothman, Adam J.
5 Tang, Minh
5 Vershynin, Roman
5 Wasserman, Larry Alan
5 Yan, Ting
5 Yata, Kazuyoshi
5 Zhao, Hongyu
5 Zhao, Yunpeng
4 Amini, Arash Ali
4 Arias-Castro, Ery
4 Bhattacharya, Anirban
4 Cao, Xuan
4 Cook, Ralph Dennis
4 El Karoui, Noureddine
4 Feng, Yang
4 Forzani, Liliana
4 Gao, Chao
4 Hall, Peter Gavin
4 Kim, Donggyu
4 Lafferty, John D.
4 Ledoit, Olivier
4 Lin, Lizhen
4 Lyzinski, Vince
4 Mallick, Bani K.
4 Nobel, Andrew B.
4 Pourahmadi, Mohsen
4 Qin, Hong
4 Tong, Tiejun
4 Tong, Xin Thomson
4 Wells, Martin T.
4 Witten, Daniela M.
4 Yu, Bin
4 Zhong, Yiqiao
4 Zhu, Xuening
4 Zhu, Yunzhang
3 Abbruzzo, Antonino
3 Athreya, Avanti
3 Baladandayuthapani, Veerabhadran
3 Banerjee, Sayantan
3 Bhamidi, Shankar
3 Bubeck, Sébastien
3 Bühlmann, Peter
3 Bunea, Florentina
3 Chen, Song Xi
3 Chen, Xiaohui
3 Chen, Zehua
3 Dabo-Niang, Sophie
3 Desolneux, Agnès
3 Donoho, David Leigh
3 Fang, Yixin
3 Galerne, Bruno
3 Ghosh, Jayanta Kumar
3 Ghosh, Malay
...and 1,244 more Authors
all top 5

Cited in 130 Serials

136 The Annals of Statistics
61 Journal of Multivariate Analysis
60 Electronic Journal of Statistics
53 Computational Statistics and Data Analysis
46 Journal of the American Statistical Association
34 Journal of Econometrics
28 Journal of Machine Learning Research (JMLR)
26 The Annals of Applied Statistics
21 Bernoulli
19 Journal of Statistical Planning and Inference
16 Statistics and Computing
14 Statistical Science
13 Biometrics
11 Bayesian Analysis
10 Statistics & Probability Letters
9 Journal of the Royal Statistical Society. Series B. Statistical Methodology
9 Statistical Analysis and Data Mining
8 Communications in Statistics. Theory and Methods
7 Probability Theory and Related Fields
7 Journal of Statistical Computation and Simulation
6 Annals of the Institute of Statistical Mathematics
6 Computational Statistics
6 Test
6 Statistica Sinica
6 Science China. Mathematics
6 Sankhyā. Series A
5 The Canadian Journal of Statistics
5 Journal of Theoretical Probability
5 Machine Learning
5 Neural Computation
5 Linear Algebra and its Applications
4 Statistics
4 Stochastic Processes and their Applications
4 Journal of Nonparametric Statistics
4 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
4 Journal of Applied Statistics
4 Quantitative Finance
4 Advances in Data Analysis and Classification. ADAC
4 Random Matrices: Theory and Applications
3 Metrika
3 Pattern Recognition
3 Proceedings of the National Academy of Sciences of the United States of America
3 Mathematical Methods of Statistics
3 Econometric Theory
3 Journal of the Japan Statistical Society. Japanese Issue
2 Israel Journal of Mathematics
2 Journal of Computational Physics
2 Scandinavian Journal of Statistics
2 Advances in Mathematics
2 The Annals of Probability
2 Information Sciences
2 SIAM Journal on Computing
2 Theoretical Computer Science
2 Transactions of the American Mathematical Society
2 The Annals of Applied Probability
2 Communications in Statistics. Simulation and Computation
2 European Journal of Operational Research
2 Mathematical Programming. Series A. Series B
2 SIAM Journal on Optimization
2 Journal of Mathematical Imaging and Vision
2 Journal of Nonlinear Science
2 Computational Optimization and Applications
2 SIAM Journal on Scientific Computing
2 Applied and Computational Harmonic Analysis
2 Statistical Papers
2 International Journal of Computer Vision
2 Journal of Computational Neuroscience
2 INFORMS Journal on Computing
2 Acta Mathematica Sinica. English Series
2 Statistical Methodology
2 Journal of the Korean Statistical Society
2 Computational & Mathematical Methods in Medicine
2 SIAM Journal on Imaging Sciences
2 Statistics Surveys
2 Journal of Theoretical Biology
2 SIAM Journal on Mathematics of Data Science
1 Advances in Applied Probability
1 Computers and Fluids
1 Communications on Pure and Applied Mathematics
1 Inverse Problems
1 Journal of Mathematical Analysis and Applications
1 Journal of Statistical Physics
1 Nonlinearity
1 Journal of Combinatorial Theory. Series A
1 Metron
1 SIAM Journal on Numerical Analysis
1 Insurance Mathematics & Economics
1 Journal of Time Series Analysis
1 Chinese Annals of Mathematics. Series B
1 Journal of Classification
1 Sequential Analysis
1 SIAM Journal on Discrete Mathematics
1 SIAM Journal on Matrix Analysis and Applications
1 Sugaku Expositions
1 Neural Networks
1 Annals of Operations Research
1 Multidimensional Systems and Signal Processing
1 Random Structures & Algorithms
1 Journal of Global Optimization
1 Applied Mathematical Modelling
...and 30 more Serials

Citations by Year

Wikidata Timeline

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