Probabilistic and Causal Inference: The Works of Judea Pearl (ACM Books)

ACM Books
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9781450395878
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9781450395878
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Professor Judea Pearl won the 2011 Turing Award "for fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning." This book contains the original articles that led to the award, as well as other seminal works, divided into four parts: heuristic search, probabilistic reasoning, causality, first period (1988-2001), and causality, recent period (2002-2020). Each of these parts starts with an introduction written by Judea Pearl. The volume also contains original, contributed articles by leading researchers that analyze, extend, or assess the influence of Pearl's work in different fields: from AI, Machine Learning, and Statistics to Cognitive Science, Philosophy, and the Social Sciences. The first part of the volume includes a biography, a transcript of his Turing Award Lecture, two interviews, and a selected bibliography annotated by him.
  • | Author: Hector Geffner, Rita Dechter, Joseph Halpern
  • | Publisher: Acm Books
  • | Publication Date: Mar 10, 2022
  • | Number of Pages: 944 pages
  • | Language: English
  • | Binding: Paperback
  • | ISBN-10: 1450395872
  • | ISBN-13: 9781450395878
Author:
Hector Geffner, Rita Dechter, Joseph Halpern
Publisher:
Acm Books
Publication Date:
Mar 10, 2022
Number of pages:
944 pages
Language:
English
Binding:
Paperback
ISBN-10:
1450395872
ISBN-13:
9781450395878