Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms - Synthesis Lectures on Artificial Intelligence and Machine Learning - Rina Dechter - Books - Morgan & Claypool Publishers - 9781681734927 - February 14, 2019
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Rina Dechter
Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms - Synthesis Lectures on Artificial Intelligence and Machine Learning 2 Revised edition

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Graphical models have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general. This book provides comprehensive coverage of the primary exact algorithms for reasoning with such models. The main feature exploited by the algorithms is the model's graph.

199 pages

Media Books     Hardcover Book   (Book with hard spine and cover)
Released February 14, 2019
ISBN13 9781681734927
Publishers Morgan & Claypool Publishers
Pages 199
Dimensions 150 × 220 × 20 mm   ·   333 g
Language English  
Series Editor Brachman, Ronald J.
Series Editor Rossi, Francesca
Series Editor Stone, Peter

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