Elias Bareinboim
Elias Bareinboim
Bestätigte E-Mail-Adresse bei columbia.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
External Validity: From do-calculus to Transportability across Populations
J Pearl, E Bareinboim
Statistical Science 29 (4), 579-595, 2012
3112012
Causal inference and the data-fusion problem
E Bareinboim, J Pearl
Proceedings of the National Academy of Sciences 113 (27), 7345-7352, 2016
3062016
Transportability of causal and statistical relations: A formal approach
J Pearl, E Bareinboim
Proceedings of the 25th National Conference on Artificial Intelligence (AAAI …, 2011
218*2011
A General Algorithm for Deciding Transportability of Experimental Results
E Bareinboim, J Pearl
Journal of Causal Inference 1 (1), 107-134, 2013
1342013
Controlling selection bias in causal inference
E Bareinboim, J Pearl
Proceedings of the 15th International Conference on Artificial Intelligence …, 2011
1042011
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
942014
Fairness in decision-making—the causal explanation formula
J Zhang, E Bareinboim
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
862018
Transportability of causal effects: Completeness results
E Bareinboim, J Pearl
Proceedings of the 26th National Conference on Artificial Intelligence (AAAI …, 2012
842012
Causal inference by surrogate experiments: z-identifiability
E Bareinboim, J Pearl
Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence …, 2012
762012
Bandits with unobserved confounders: A causal approach
E Bareinboim, A Forney, J Pearl
Advances in Neural Information Processing Systems 28, 1342-1350, 2015
672015
Meta-Transportability of Causal Effects: A Formal Approach
E Bareinboim, J Pearl
Proceedings of the 16th International Conference on Artificial Intelligence …, 2013
562013
Transportability from multiple environments with limited experiments: Completeness results
E Bareinboim, J Pearl
Advances in neural information processing systems 27, 280-288, 2014
542014
Recovering causal effects from selection bias
E Bareinboim, J Tian
Proceedings of the Twenty-Ninth National Conference on Artificial …, 2015
412015
Causal transportability with limited experiments
E Bareinboim, J Pearl
Proceedings of the 27th National Conference on Artificial Intelligence (AAAI), 2013
412013
Transfer Learning in Multi-Armed Bandit: A Causal Approach
J Zhang, E Bareinboim
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
322017
Counterfactual data-fusion for online reinforcement learners
A Forney, J Pearl, E Bareinboim
International Conference on Machine Learning, 1156-1164, 2017
312017
Experimental design for learning causal graphs with latent variables
M Kocaoglu, K Shanmugam, E Bareinboim
Advances in Neural Information Processing Systems, 7018-7028, 2017
302017
Equality of opportunity in classification: A causal approach
J Zhang, E Bareinboim
Proceedings of the 32nd International Conference on Neural Information …, 2018
292018
Budgeted Experiment Design for Causal Structure Learning
AE Ghassami, S Salehkaleybar, N Kiyavash, E Bareinboim
International Conference on Machine Learning, 1719-1728, 2018
272018
Local characterizations of causal Bayesian networks
E Bareinboim, C Brito, J Pearl
Graph Structures for Knowledge Representation and Reasoning, 1-17, 2012
272012
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