Probabilistic and Causal Inference: The Works of Judea Pearl

by Joseph Halpern, Hector Geffner, Rita Dechter

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...

• Format: Hardcover
• Language: English
• ISBN: 1450395864
• ISBN13: 9781450395861
• Release Date: March 2022
• Publisher: Association for Computing Machinery
• Length: 944 Pages
• Weight: 4.01 lbs.
• Dimensions: 1.9" x 7.5" x 9.3"