Edoardo Airoldi
7 papers · 2011–2024 · 3 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· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Keywords
network analysis
(3)
bayesian inference
(2)
markov chain monte carlo
(2)
stochastic gradient descent
(1)
spectral clustering
(1)
variational inference
(1)
maximum likelihood
(1)
implicit updates
(1)
hypothesis testing
(1)
nonparametric estimation
(1)
network structure
(1)
maximum likelihood estimation
(1)
stochastic block model
(1)
graphon estimation
(1)
probabilistic graphical model
(1)
inverse problem
(1)
generalized linear model
(1)
network interference
(1)
treatment effect
(1)
multilayer network
(1)
Papers
Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference
ICLR 2024
Consistent estimation of dynamic and multi-layer block models
ICML 2015
A Consistent Histogram Estimator for Exchangeable Graph Models
ICML 2014
Learning Modular Structures from Network Data and Node Variables
ICML 2014
Nonparametric estimation and testing of exchangeable graph models
AISTATS 2014
Statistical analysis of stochastic gradient methods for generalized linear models
ICML 2014
Polytope samplers for inference in ill-posed inverse problems
AISTATS 2011