Edoardo M. Airoldi
6 papers · 2008–2022 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π±
Topic Pioneer
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Keyword Pioneer
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Keyword Trendsetter Combo
(4)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(5)
Core Methods
(4)
Optimization & Theory
(4)
Data Science & Analytics
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Mathematics
(3)
Applications
(2)
Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Core AI
(1)
Learning Types
(1)
Keywords
stochastic block model
(4)
variational inference
(3)
mixed membership
(2)
latent variable model
(2)
social network
(2)
network analysis
(2)
community detection
(1)
bayesian estimation
(1)
nonparametric estimation
(1)
mean-field approximation
(1)
graph approximation
(1)
network structure
(1)
posterior approximation
(1)
network structure estimation
(1)
gaussian copula
(1)
graphon estimation
(1)
consistent estimation
(1)
observational study
(1)
probabilistic model
(1)
random graph
(1)
Papers
Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores
JMLR 2022
Copula variational inference
NeurIPS 2015
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
NeurIPS 2013
Confidence Sets for Network Structure
NeurIPS 2011
Mixed Membership Stochastic Blockmodels
NeurIPS 2008
Mixed Membership Stochastic Blockmodels
JMLR 2008