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Elias Bareinboim
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Year
Causal inference and the data-fusion problem
E Bareinboim, J Pearl
Proceedings of the National Academy of Sciences 113 (27), 7345-7352, 2016
4922016
External Validity: From do-calculus to Transportability across Populations
J Pearl, E Bareinboim
Statistical Science 29 (4), 579-595, 2012
438*2012
Transportability of causal and statistical relations: A formal approach
J Pearl, E Bareinboim
Proceedings of the 25th National Conference on Artificial Intelligence (AAAI …, 2011
286*2011
Fairness in decision-making—the causal explanation formula
J Zhang, E Bareinboim
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
1822018
A General Algorithm for Deciding Transportability of Experimental Results
E Bareinboim, J Pearl
Journal of Causal Inference 1 (1), 107-134, 2013
1652013
Controlling selection bias in causal inference
E Bareinboim, J Pearl
Proceedings of the 15th International Conference on Artificial Intelligence …, 2011
1412011
Recovering from selection bias in causal and statistical inference
E Bareinboim, J Tian, J Pearl
Proceedings of the 28th National Conference on Artificial Intelligence (AAAI …, 2014
1292014
Bandits with unobserved confounders: A causal approach
E Bareinboim, A Forney, J Pearl
Advances in Neural Information Processing Systems 28, 2015
1092015
Transportability of causal effects: Completeness results
E Bareinboim, J Pearl
Proceedings of the 26th National Conference on Artificial Intelligence (AAAI …, 2012
1062012
Causal inference by surrogate experiments: z-identifiability
E Bareinboim, J Pearl
Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence …, 2012
912012
Transportability from multiple environments with limited experiments: Completeness results
E Bareinboim, J Pearl
Advances in neural information processing systems 27, 2014
752014
On Pearl’s Hierarchy and the Foundations of Causal Inference
E Bareinboim, JD Correa, D Ibeling, T Icard
Probabilistic and Causal Inference: The Works of Judea Pearl, 507-556, 2022
732022
Equality of opportunity in classification: A causal approach
J Zhang, E Bareinboim
Advances in Neural Information Processing Systems 31, 2018
642018
Transfer Learning in Multi-Armed Bandit: A Causal Approach
J Zhang, E Bareinboim
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
612017
Meta-Transportability of Causal Effects: A Formal Approach
E Bareinboim, J Pearl
Proceedings of the 16th International Conference on Artificial Intelligence …, 2013
602013
Causal Inference and Data-Fusion in Econometrics
P Hünermund, E Bareinboim
arXiv preprint arXiv:1912.09104, 2019
532019
Structural causal bandits: where to intervene?
S Lee, E Bareinboim
Advances in Neural Information Processing Systems, 2568-2578, 2018
522018
Recovering causal effects from selection bias
E Bareinboim, J Tian
Proceedings of the Twenty-Ninth National Conference on Artificial …, 2015
512015
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems, 7018-7028, 2017
502017
Causal transportability with limited experiments
E Bareinboim, J Pearl
Proceedings of the 27th National Conference on Artificial Intelligence (AAAI), 2013
492013
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