Anthony C. Constantinou
3 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(10)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
Conferences
PGM (2)
JMLR (1)
Top co-authors
Keywords
bayesian network structure learning
(2)
variational inference
(1)
structure learning
(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)
Papers
Improving Bayesian Network Structure Learning in the Presence of Measurement Error
JMLR 2022
Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound
PGM 2022
Bayesian network structure learning with causal effects in the presence of latent variables
PGM 2020