Juan D. Correa

15 papers A* 12A 1Journal 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Counterfactual Graphical Models: Constraints and Inference.
ICML
Juan D. Correa, Elias Bareinboim
2022 A* conf
Counterfactual Transportability: A Formal Approach.
ICML
Juan D. Correa, Sanghack Lee, Elias Bareinboim
2022 — ch.
On Pearl's Hierarchy and the Foundations of Causal Inference.
Probabilistic and Causal Inference
Elias Bareinboim, Juan D. Correa, Duligur Ibeling, Thomas Icard
2021 A* conf
Nested Counterfactual Identification from Arbitrary Surrogate Experiments.
NeurIPS
Juan D. Correa, Sanghack Lee, Elias Bareinboim
2021 J jnl
Nested Counterfactual Identification from Arbitrary Surrogate Experiments.
CoRR
Juan D. Correa, Sanghack Lee, Elias Bareinboim
2020 A* conf
A Calculus for Stochastic Interventions: Causal Effect Identification and Surrogate Experiments.
AAAI
Juan D. Correa, Elias Bareinboim
2020 A* conf
General Transportability - Synthesizing Observations and Experiments from Heterogeneous Domains.
AAAI
Sanghack Lee, Juan D. Correa, Elias Bareinboim
2020 A* conf
General Transportability of Soft Interventions: Completeness Results.
NeurIPS
Juan D. Correa, Elias Bareinboim
2020 A* conf
Identifiability from a Combination of Observations and Experiments.
AAAI
Sanghack Lee, Juan D. Correa, Elias Bareinboim
2019 A* conf
Adjustment Criteria for Generalizing Experimental Findings.
ICML
Juan D. Correa, Jin Tian, Elias Bareinboim
2019 A* conf
From Statistical Transportability to Estimating the Effect of Stochastic Interventions.
IJCAI
Juan D. Correa, Elias Bareinboim
2019 A conf
General Identifiability with Arbitrary Surrogate Experiments.
UAI
Sanghack Lee, Juan D. Correa, Elias Bareinboim
2019 A* conf
Identification of Causal Effects in the Presence of Selection Bias.
AAAI
Juan D. Correa, Jin Tian, Elias Bareinboim
2018 A* conf
Generalized Adjustment Under Confounding and Selection Biases.
AAAI
Juan D. Correa, Jin Tian, Elias Bareinboim
2017 A* conf
Causal Effect Identification by Adjustment under Confounding and Selection Biases.
AAAI
Juan D. Correa, Elias Bareinboim