Juan D. Correa
4 papers · 2019–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
causal inference
(3)
domain adaptation
(1)
causal effect
(1)
causal effect identification
(1)
selection bia
(1)
causal graph
(1)
observational distribution
(1)
stochastic intervention
(1)
causal diagram
(1)
statistical transportability
(1)
structural constraint
(1)
d-separation
(1)
ancestral multi-world networks
(1)
counterfactual independences
(1)
ctf-calculus
(1)
Papers
Counterfactual Graphical Models: Constraints and Inference
ICML 2025
From Statistical Transportability to Estimating the Effect of Stochastic Interventions
IJCAI 2019
General Identifiability with Arbitrary Surrogate Experiments
UAI 2019
Identification of Causal Effects in the Presence of Selection Bias
AAAI 2019