Purdue University - Department of Computer Science -

Juan D. Correa

Graduate Student

Graduate Research Assistant


Joined department: Fall 2015

Education

Master of Science, Purdue University, Computer Science (2017)
Bachelor, U. Autonoma de Manizales, Computer Engineering (2011)

Selected Publications

Juan D. Correa & Elias Bareinboim
From Statistical Transportability to Estimating the Effects of Stochastic Interventions.
IJCAI-19. In Proceedings of the 27th International Joint Conference on Artificial Intelligence, 2019.
(To appear)

Juan D. Correa; Jin Tian; Elias Bareinboim
Adjustment Criteria for Generalizing Experimental Findings.
ICML-19. In Proceedings of the 36th International Conference on Machine Learning, 2019.
(To appear)

Juan D. Correa; Jin Tian; Elias Bareinboim
Identification of Causal Effects in the Presence of Selection Bias.
AAAI-19. In Proceedings of the 33rd AAAI Conference on Artificial Intelligence, 2019.

Juan D. Correa; Jin Tian; Elias Bareinboim
Generalized Adjustment Under Confounding and Selection Biases.
AAAI-18. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence, 2018.
Outstanding Paper Award Honorable Mention (2 out of 3800 papers)
.

Juan D. Correa & Elias Bareinboim
Causal Effect Identification by Adjustment under Confounding and Selection Biases.
AAAI-17. In Proceedings of the 31st AAAI Conference on Artificial Intelligence, 2017.

Department of Computer Science, 305 N. University Street, West Lafayette, IN 47907

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