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Juan D. Correa
Professor, Computer Science, Universidad Autónoma de Manizales
Joined
April 2019
Names
Juan D. Correa
(Preferred)
,
Juan David Correa
Emails
****@purdue.edu
(Confirmed)
,
****@columbia.edu
(Confirmed)
,
****@autonoma.edu.co
(Confirmed)
,
****@columbia.edu
(Confirmed)
,
****@cs.columbia.edu
(Confirmed)
Personal Links
Homepage
DBLP
ORCID
Semantic Scholar
Career & Education History
Professor
Computer Science,
Universidad Autónoma de Manizales
(autonoma.edu.co)
2021
–
Present
PhD student
Columbia University
(columbia.edu)
2019
–
2021
PhD student
Purdue University
(purdue.edu)
2015
–
2019
Advisors, Relations & Conflicts
Coauthor
Jin Tian
2017
–
2021
PhD Advisor
Elias Bareinboim
2015
–
2021
Coauthor
Thomas Icard
2019
–
2020
Coauthor
Duligur Ibeling
2019
–
2020
Expertise
Artificial Intelligence
Present
Causal Inference
Present
Publications
Nested Counterfactual Identification from Arbitrary Surrogate Experiments
Juan D. Correa
,
Sanghack Lee
,
Elias Bareinboim
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
General Transportability - Synthesizing Observations and Experiments from Heterogeneous Domains
Sanghack Lee
,
Juan D. Correa
,
Elias Bareinboim
2020 (modified: 24 Apr 2023)
AAAI 2020
Readers:
Everyone
Identifiability from a Combination of Observations and Experiments
Sanghack Lee
,
Juan D. Correa
,
Elias Bareinboim
2020 (modified: 24 Apr 2023)
AAAI 2020
Readers:
Everyone
A Calculus for Stochastic Interventions: Causal Effect Identification and Surrogate Experiments
Juan D. Correa
,
Elias Bareinboim
2020 (modified: 06 Nov 2022)
AAAI 2020
Readers:
Everyone
General Transportability of Soft Interventions: Completeness Results
Juan D. Correa
,
Elias Bareinboim
2020 (modified: 14 May 2025)
NeurIPS 2020
Readers:
Everyone
Adjustment Criteria for Generalizing Experimental Findings
Juan D. Correa
,
Jin Tian
,
Elias Bareinboim
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Identification of Causal Effects in the Presence of Selection Bias.
Juan D. Correa
,
Jin Tian
,
Elias Bareinboim
2019 (modified: 10 Nov 2022)
AAAI2019
Readers:
Everyone
From Statistical Transportability to Estimating the Effect of Stochastic Interventions
Juan D. Correa
,
Elias Bareinboim
2019 (modified: 06 Nov 2022)
IJCAI 2019
Readers:
Everyone
Generalized Adjustment Under Confounding and Selection Biases
Juan D. Correa
,
Jin Tian
,
Elias Bareinboim
2018 (modified: 02 Mar 2020)
AAAI 2018
Readers:
Everyone
Causal Effect Identification by Adjustment under Confounding and Selection Biases
Juan D. Correa
,
Elias Bareinboim
2017 (modified: 02 Mar 2020)
AAAI 2017
Readers:
Everyone
Co-Authors
Elias Bareinboim
Jin Tian
Sanghack Lee