Juan Correa
5 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(5)
causal effect
(3)
observational study
(1)
causal transportability
(1)
graphical model
(1)
causal effect identification
(1)
structural causal model
(1)
causal identification
(1)
causal explanation
(1)
stochastic intervention
(1)
covariate adjustment
(1)
soft intervention
(1)
causal identifiability
(1)
mediation analysis
(1)
causal generalization
(1)
causal estimation
(1)
conditional causal effect
(1)
heterogeneous domains
(1)
Papers
Nested Counterfactual Identification from Arbitrary Surrogate Experiments
NeurIPS 2021
A Calculus for Stochastic Interventions:Causal Effect Identification and Surrogate Experiments
AAAI 2020
General Transportability of Soft Interventions: Completeness Results
NeurIPS 2020
General Transportability – Synthesizing Observations and Experiments from Heterogeneous Domains
AAAI 2020
Adjustment Criteria for Generalizing Experimental Findings
ICML 2019