Introduction to Statistical Relational Learning

(Part of the Adaptive Computation and Machine Learning Series)

by Ben Taskar

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Book Overview

Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.

Handling inherent uncertainty and exploiting compositional structure are fundamental to understanding and designing large-scale systems. Statistical relational learning builds on ideas from probability...

Format:Paperback

Language:English

ISBN:0262538687

ISBN13:9780262538688

Release Date:September 2019

Publisher:MIT Press

Length:608 Pages

Weight:2.60 lbs.

Dimensions:1.1" x 8.0" x 9.9"

Age Range:18 years and up

Grade Range:Postsecondary and higher

Related Subjects

Computers Computers & Technology

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Introduction to Statistical Relational Learning

(Part of the Adaptive Computation and Machine Learning Series)

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