Juan D. Correa

4 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12) 🚀 Conference Pioneer

Conferences

AAAI (1) ICML (1) IJCAI (1) UAI (1)

Top co-authors

Elias Bareinboim (4) Sanghack Lee (1) Jin Tian (1)

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) statistical transportability (1)

Papers

Counterfactual Graphical Models: Constraints and Inference ICML 2025

Identification of Causal Effects in the Presence of Selection Bias AAAI 2019

From Statistical Transportability to Estimating the Effect of Stochastic Interventions IJCAI 2019

General Identifiability with Arbitrary Surrogate Experiments UAI 2019