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"

Children

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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
Pearl J. (2015) The power of collaboration between surgery and engineering Journal of Surgical Research. 197: 65-66
Pearl J. (2015) Causes of Effects and Effects of Causes Sociological Methods and Research. 44: 149-164
Mohan K, Pearl J. (2015) Missing data from a causal perspective Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9505: 184-195
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
Van Den Broeck G, Mohan K, Choi A, et al. (2015) Efficient algorithms for Bayesian network parameter learning from incomplete data Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 161-170
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
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