Elizaveta Levina

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 12

Top Topics

Social Networks

Community Detection

Gaussian Graphical Models

Top Venues

J. Mach. Learn. Res.

SIAM J. Math. Data Sci.

J. Comput. Graph. Stat.

Publications

Octavio Mesner, Elizaveta Levina, Ji Zhu
Fair Information Spread on Social Networks with Community Structure. CoRR (2023)
Tianxi Li, Yun-Jhong Wu, Elizaveta Levina, Ji Zhu
Link Prediction for Egocentrically Sampled Networks. J. Comput. Graph. Stat. 32 (4) (2023)
Keith Levin, Asad Lodhia, Elizaveta Levina
Recovering shared structure from multiple networks with unknown edge distributions. J. Mach. Learn. Res. 23 (2022)
Jesús Arroyo, Elizaveta Levina
Overlapping community detection in networks via sparse spectral decomposition. CoRR (2020)
Can M. Le, Keith Levin, Peter J. Bickel, Elizaveta Levina
Comment: Ridge Regression and Regularization of Large Matrices. Technometrics 62 (4) (2020)
Yuan Zhang, Elizaveta Levina, Ji Zhu
Detecting Overlapping Communities in Networks Using Spectral Methods. SIAM J. Math. Data Sci. 2 (2) (2020)
Tianxi Li, Cheng Qian, Elizaveta Levina, Ji Zhu
High-dimensional Gaussian graphical models on network-linked data. J. Mach. Learn. Res. 21 (2020)
Keith Levin, Asad Lodhia, Elizaveta Levina
Recovering low-rank structure from multiple networks with unknown edge distributions. CoRR (2019)
Tianxi Li, Cheng Qian, Elizaveta Levina, Ji Zhu
High-dimensional Gaussian graphical model for network-linked data. CoRR (2019)
Yun-Jhong Wu, Elizaveta Levina, Ji Zhu
Link prediction for egocentrically sampled networks. CoRR (2018)
Can M. Le, Elizaveta Levina, Roman Vershynin
Concentration and regularization of random graphs. Random Struct. Algorithms 51 (3) (2017)
Can M. Le, Elizaveta Levina
Estimating a network from multiple noisy realizations. CoRR (2017)
Can M. Le, Elizaveta Levina, Roman Vershynin
Sparse random graphs: regularization and concentration of the Laplacian. CoRR (2015)
Yuan Zhang, Elizaveta Levina, Ji Zhu
Community Detection in Networks with Node Features. CoRR (2015)
Can M. Le, Elizaveta Levina
Estimating the number of communities in networks by spectral methods. CoRR (2015)
Arash A. Amini, Elizaveta Levina
On semidefinite relaxations for the block model. CoRR (2014)
Can M. Le, Elizaveta Levina, Roman Vershynin
Optimization via Low-rank Approximation, with Applications to Community Detection in Networks. CoRR (2014)
Yunpeng Zhao, Elizaveta Levina, Ji Zhu
Link prediction for partially observed networks CoRR (2013)
Jie Cheng, Elizaveta Levina, Pei Wang, Ji Zhu
Sparse Ising Models with Covariates CoRR (2012)
Aiyou Chen, Arash A. Amini, Peter J. Bickel, Elizaveta Levina
Fitting community models to large sparse networks CoRR (2012)
Yunpeng Zhao, Elizaveta Levina, Ji Zhu
On Consistency of Community Detection in Networks CoRR (2011)
Natallia Katenka, Elizaveta Levina, George Michailidis
Local Vote Decision Fusion for Target Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. 56 (1) (2008)
Natallia Katenka, Elizaveta Levina, George Michailidis
Robust Target Localization From Binary Decisions in Wireless Sensor Networks. Technometrics 50 (4) (2008)
Elizaveta Levina, Peter J. Bickel
Maximum Likelihood Estimation of Intrinsic Dimension. NIPS (2004)
Elizaveta Levina, Peter J. Bickel
The Earth Mover's Distance is the Mallows Distance: Some Insights from Statistics. ICCV (2001)