Anthony C. Constantinou
3 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
structure learning
(2)
bayesian network structure learning
(2)
density estimation
(1)
expectation maximization
(1)
causal structure learning
(1)
bayesian network
(1)
latent variable
(1)
causal effect
(1)
evidence lower bound
(1)
latent confounder
(1)
ancestral graph
(1)
constraint-based method
(1)
measurement error
(1)
causal inference
(1)
spurious edge
(1)
variational inference
(1)
Papers
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
PGM 2022
Improving Bayesian Network Structure Learning in the Presence of Measurement Error
JMLR 2022
Bayesian network structure learning with causal effects in the presence of latent variables
PGM 2020