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Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series) 1st Edition

4.3 out of 5 stars 83 ratings

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  • Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)
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Editorial Reviews

Review

"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

Review

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

Product details

  • Grade level : 12 and up
  • Item Weight : 4.7 pounds
  • Hardcover : 1231 pages
  • ISBN-10 : 0262013193
  • ISBN-13 : 978-0262013192
  • Dimensions : 9.22 x 8.18 x 2.05 inches
  • Reading level : 18 and up
  • Publisher : MIT Press; 1st edition (August 1, 2009)
  • Language: : English
  • Customer Reviews:
    4.3 out of 5 stars 83 ratings

Jesse Eisenberg's latest fiction
"When You Finish Saving the World" Listen free with trial

Customer reviews

4.3 out of 5 stars
4.3 out of 5
83 global ratings
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Reviewed in the United States on September 4, 2016
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Reviewed in the United States on April 27, 2014
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Reviewed in the United States on January 31, 2019
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Reviewed in the United States on August 30, 2017
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Reviewed in the United States on June 17, 2018
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Top reviews from other countries

Eric
5.0 out of 5 stars This is an excellent but heavy going book on probabilistic graphic models
Reviewed in the United Kingdom on May 28, 2016
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johnlawrenceaspden
5.0 out of 5 stars The sort of book that you will enjoy very much, if you enjoy that sort of thing.
Reviewed in the United Kingdom on February 28, 2016
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5.0 out of 5 stars Dense and hard to digest, yet rewarding
Reviewed in the United Kingdom on January 16, 2019
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5.0 out of 5 stars Pr( superb | time ) = 1.0
Reviewed in the United Kingdom on October 5, 2017
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Jesse Livermore
3.0 out of 5 stars It's a great, authoritative book on the topic - no complains ...
Reviewed in Canada on June 28, 2018
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