Probabilistic and Causal Inference is popular PDF and ePub book, written by Hector Geffner in 2022-03-10, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Probabilistic and Causal Inference can be Read Online from any device for your convenience.
Probabilistic and Causal Inference Book PDF Summary
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.
Detail Book of Probabilistic and Causal Inference PDF
- Author : Hector Geffner
- Release : 10 March 2022
- Publisher : Morgan & Claypool
- ISBN : 9781450395892
- Genre : Computers
- Total Page : 946 pages
- Language : English
- PDF File Size : 15,7 Mb
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