Elizaveta Levina

30 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-0713-3450

University of Michigan

Publications

• Correction to: ‘Network cross-validation by edge sampling’ — Biometrika 2025
• Latent Process Models for Functional Network Data — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Conformal Prediction for Network-Assisted Regression — Journal of the American Statistical Association 2025
• Selective inference for sparse multitask regression with applications in neuroimaging — The Annals of Applied Statistics 2024
• Community models for networks observed through edge nominations — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Graph-aware modeling of brain connectivity networks — The Annals of Applied Statistics 2023
• Latent space models for multiplex networks with shared structure — Biometrika 2022
• Hierarchical Community Detection by Recursive Partitioning — Journal of the American Statistical Association 2022
• Recovering shared structure from multiple networks with unknown edge distributions — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Network cross-validation by edge sampling — Biometrika 2020
• Rejoinder: ‘Network cross-validation by edge sampling’ — Biometrika 2020
• High-dimensional Gaussian graphical models on network-linked data — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Network classification with applications to brain connectomics — The Annals of Applied Statistics 2019
• Prediction models for network-linked data — The Annals of Applied Statistics 2019
• On semidefinite relaxations for the block model — The Annals of Statistics 2018
• Estimating network edge probabilities by neighbourhood smoothing — Biometrika 2017
• Optimization via low-rank approximation for community detection in networks — The Annals of Statistics 2016
• Estimating heterogeneous graphical models for discrete data with an application to roll call voting — The Annals of Applied Statistics 2015
• Correction to the proof of consistency of community detection — The Annals of Statistics 2015
• Pseudo-likelihood methods for community detection in large sparse networks — The Annals of Statistics 2013
• Tracking Multiple Targets Using Binary Decisions From Wireless Sensor Networks — Journal of the American Statistical Association 2013
• Consistency of community detection in networks under degree-corrected stochastic block models — The Annals of Statistics 2012
• Joint estimation of multiple graphical models — Biometrika 2011
• The method of moments and degree distributions for network models — The Annals of Statistics 2011
• A new approach to Cholesky-based covariance regularization in high dimensions — Biometrika 2010
• Generalized Thresholding of Large Covariance Matrices — Journal of the American Statistical Association 2009
• Regularized estimation of large covariance matrices — The Annals of Statistics 2008
• Covariance regularization by thresholding — The Annals of Statistics 2008
• Sparse estimation of large covariance matrices via a nested Lasso penalty — The Annals of Applied Statistics 2008
• Texture synthesis and nonparametric resampling of random fields — The Annals of Statistics 2006