Connectionists: Koller and Friedman/Probabilistic Graphical Models from the MIT Press

[Michelle M Pullano]

The MIT Press is pleased to announce the publication of Probabilistic Graphical Models: Principles and Techniques, by Daphne Koller and Nir Friedman.

http://mitpress.mit.edu/9780262013192

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions

2009 • 1208 pp., 399 illus. • hardcover • $95.00/£62.95 • 978-0-262-01319-2

"This landmark book provides a very extensive coverage of the field, ranging from basic representational issues to the latest techniques for approximate inference and learning. As such, it is likely to become a definitive reference for all those who work in this area. Detailed worked examples and case studies also make the book accessible to students."
--Kevin Murphy, Department of Computer Science, University of British Columbia
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