Correa, Juan D

10 publications

ICML 2025 Counterfactual Graphical Models: Constraints and Inference Juan D. Correa, Elias Bareinboim

ICML 2022 Counterfactual Transportability: A Formal Approach Juan D Correa, Sanghack Lee, Elias Bareinboim

AAAI 2020 A Calculus for Stochastic Interventions: Causal Effect Identification and Surrogate Experiments Juan D. Correa, Elias Bareinboim

AAAI 2020 General Transportability - Synthesizing Observations and Experiments from Heterogeneous Domains Sanghack Lee, Juan D. Correa, Elias Bareinboim

AAAI 2020 Identifiability from a Combination of Observations and Experiments Sanghack Lee, Juan D. Correa, Elias Bareinboim

IJCAI 2019 From Statistical Transportability to Estimating the Effect of Stochastic Interventions Juan D. Correa, Elias Bareinboim

UAI 2019 General Identifiability with Arbitrary Surrogate Experiments Sanghack Lee, Juan D. Correa, Elias Bareinboim

AAAI 2019 Identification of Causal Effects in the Presence of Selection Bias Juan D. Correa, Jin Tian, Elias Bareinboim

AAAI 2018 Generalized Adjustment Under Confounding and Selection Biases Juan D. Correa, Jin Tian, Elias Bareinboim

AAAI 2017 Causal Effect Identification by Adjustment Under Confounding and Selection Biases Juan D. Correa, Elias Bareinboim