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Judea Pearl (born September 4, 1936) is an Israeli-American computer scientist and philosopher, best known for championing the probabilistic approach to artificial intelligence and the development of Bayesian networks (see the article on belief propagation).
Welcome to my homepage. To find out what I am up to, new submissions, working papers, adventures and introspections, click here . For discussions and disputations concerning controversial topics read the Causality Blog. To view the slides of my tutorial at the Joint Statistical Meetings (JSM-16), Chicago, IL, August 1, 2016, click [ppt] or [pdf].
May 6, 2024 · Judea Pearl (born 1936, Tel Aviv, Palestine [now Tel Aviv–Yafo, Israel]) is an Israeli-American computer scientist and winner of the 2011 A.M. Turing Award, the highest honour in computer science, for his “fundamental contributions to artificial intelligence.”
The book of why: the new science of cause and effect. J Pearl, D Mackenzie. Basic books. , 2018. 3795. 2018. Fusion, propagation, and structuring in belief networks. J Pearl. Probabilistic and Causal Inference: The Works of Judea Pearl, 139-188.
Judea Pearl created the representational and computational foundation for the processing of information under uncertainty. He is credited with the invention of Bayesian networks, a mathematical formalism for defining complex probability models, as well as the principal algorithms used for inference in these models.
JUDEA PEARL - BIO. Judea Pearl is Chancellor's professor of computer science and statistics at UCLA, and a distinguished visiting professor at the Technion, Israel Institute of Technology.
May 19, 2018 · Judea Pearl helped artificial intelligence gain a strong grasp on probability, but laments that it still can't compute cause and effect.
