Skip to main content
Introduction to Statistical Relational Learning - Getoor, Lise (Contributions by), and Taskar, Ben (Contributions by), and Koller, Daphne (Contributions by)
Filter Results
Item Condition
Seller Rating
Other Options
Change Currency

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 theory and statistics to address uncertainty while incorporating tools from logic, ...

Introduction to Statistical Relational Learning 2007, Mit Press, Cambridge

ISBN-13: 9780262072885