Juan D. Correa

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 13

Top Topics

Experimental Findings

Stochastic Process

Person Identification

Top Venues

Publications

Juan D. Correa, Sanghack Lee, Elias Bareinboim
Counterfactual Transportability: A Formal Approach. ICML (2022)
Juan D. Correa, Sanghack Lee, Elias Bareinboim
Nested Counterfactual Identification from Arbitrary Surrogate Experiments. NeurIPS (2021)
Juan D. Correa, Sanghack Lee, Elias Bareinboim
Nested Counterfactual Identification from Arbitrary Surrogate Experiments. CoRR (2021)
Sanghack Lee, Juan D. Correa, Elias Bareinboim
General Transportability - Synthesizing Observations and Experiments from Heterogeneous Domains. AAAI (2020)
Juan D. Correa, Elias Bareinboim
A Calculus for Stochastic Interventions: Causal Effect Identification and Surrogate Experiments. AAAI (2020)
Juan D. Correa, Elias Bareinboim
General Transportability of Soft Interventions: Completeness Results. NeurIPS (2020)
Sanghack Lee, Juan D. Correa, Elias Bareinboim
Identifiability from a Combination of Observations and Experiments. AAAI (2020)
Sanghack Lee, Juan D. Correa, Elias Bareinboim
General Identifiability with Arbitrary Surrogate Experiments. UAI (2019)
Juan D. Correa, Elias Bareinboim
From Statistical Transportability to Estimating the Effect of Stochastic Interventions. IJCAI (2019)
Juan D. Correa, Jin Tian, Elias Bareinboim
Identification of Causal Effects in the Presence of Selection Bias. AAAI (2019)
Juan D. Correa, Jin Tian, Elias Bareinboim
Adjustment Criteria for Generalizing Experimental Findings. ICML (2019)
Juan D. Correa, Jin Tian, Elias Bareinboim
Generalized Adjustment Under Confounding and Selection Biases. AAAI (2018)
Juan D. Correa, Elias Bareinboim
Causal Effect Identification by Adjustment under Confounding and Selection Biases. AAAI (2017)