Elizaveta Levina
4 papers · 2020–2025 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
network analysis
(2)
spectral clustering
(1)
graph theory
(1)
community detection
(1)
low-rank approximation
(1)
time series
(1)
gradient descent
(1)
precision matrix
(1)
sparse optimization
(1)
precision matrix estimation
(1)
stochastic block model
(1)
matrix estimation
(1)
network clustering
(1)
graphical model
(1)
gaussian graphical model
(1)
network data
(1)
graph structure estimation
(1)
latent process
(1)
network sampling
(1)
edge nomination
(1)
Papers
Latent Process Models for Functional Network Data
JMLR 2025
Community models for networks observed through edge nominations
JMLR 2023
Recovering shared structure from multiple networks with unknown edge distributions
JMLR 2022
High-dimensional Gaussian graphical models on network-linked data
JMLR 2020