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Judea Pearl

Affiliations: 
Computer Science University of California, Los Angeles, Los Angeles, CA 
Area:
artificial intelligence and knowledge representation; probabilistic and causal reasoning; nonstandard logics; learning strategies
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"Judea Pearl"
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Children

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Rina Dechter grad student 1985 UCLA (MathTree)
Jin Tian grad student 2002 UCLA
Carlos E. Fisch de Brito grad student 2003 UCLA
Ilya Shpitser grad student 2008 UCLA
Elias Bareinboim grad student 2014 UCLA

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Publications

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Pearl J, Bareinboim E. (2019) Note on ''Generalizability of Study Results''. Epidemiology (Cambridge, Mass.). 30: 186-188
Bareinboim E, Pearl J. (2016) Causal inference and the data-fusion problem. Proceedings of the National Academy of Sciences of the United States of America. 113: 7345-52
Hannart A, Pearl J, Otto FEL, et al. (2016) Causal counterfactual theory for the attribution of weather and climate-related events Bulletin of the American Meteorological Society. 97: 99-110
Zhang K, Li J, Bareinboim E, et al. (2016) Preface to the ACM TIST Special Issue on Causal Discovery and Inference Acm Transactions On Intelligent Systems and Technology. 7: 1-3
Pearl J. (2015) Causes of Effects and Effects of Causes Sociological Methods and Research. 44: 149-164
Bareinboim E, Forney A, Pearl J. (2015) Bandits with unobserved confounders: A causal approach Advances in Neural Information Processing Systems. 2015: 1342-1350
Shpitser I, Mohan K, Pearl J. (2015) Missing data as a causal and probabilistic problem Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 802-811
Pearl J. (2014) Reply to commentary by Imai, Keele, Tingley, and Yamamoto concerning causal mediation analysis. Psychological Methods. 19: 488-92
Pearl J. (2014) Interpretation and identification of causal mediation. Psychological Methods. 19: 459-81
Pearl J. (2014) TRYGVE HAAVELMO AND THE EMERGENCE OF CAUSAL CALCULUS Econometric Theory
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