Juan Correa
5 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
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
NIPS 2021
General Transportability of Soft Interventions: Completeness Results
NIPS 2020
A Calculus for Stochastic Interventions:Causal Effect Identification and Surrogate Experiments
AAAI 2020
General Transportability – Synthesizing Observations and Experiments from Heterogeneous Domains
AAAI 2020
Adjustment Criteria for Generalizing Experimental Findings
ICML 2019