Introduction to Statistical Relational Learning

by Ben Taskar

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