Keith Levin
9 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (9)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(16)
π
Keyword Champion
(2)
Conferences
JMLR (5)
AISTATS (1)
ICML (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Research topics
Keywords
network analysis
(3)
random dot product graph
(2)
stochastic block model
(2)
maximum likelihood
(2)
graph matching
(2)
spectral embedding
(2)
vertex nomination
(2)
graph inference
(1)
dynamic time warping
(1)
low-rank matrix
(1)
latent position
(1)
eigenvector estimation
(1)
matrix estimation
(1)
statistical learning
(1)
social network
(1)
causal effect
(1)
spectral method
(1)
recurrent neural network
(1)
hypothesis test
(1)
adjacency matrix
(1)
Papers
Estimating Network-Mediated Causal Effects via Principal Components Network Regression
JMLR 2025
Improved dependence on coherence in eigenvector and eigenvalue estimation error bounds
AISTATS 2025
Coherence-free Entrywise Estimation of Eigenvectors in Low-rank Signal-plus-noise Matrix Models
NIPS 2024
Recovering shared structure from multiple networks with unknown edge distributions
JMLR 2022
On Consistent Vertex Nomination Schemes
JMLR 2019
Statistical Inference on Random Dot Product Graphs: a Survey
JMLR 2018
Out-of-sample extension of graph adjacency spectral embedding
ICML 2018
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings
INTERSPEECH 2017
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching
JMLR 2016