Introduction to Statistical Relational Learning by Lise Getoor, Paperback, 9780262538688 | Buy online at The Nile
Introduction to Statistical Relational Learning by Lise Getoor - ISBN: 9780262538688
Paperback
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.

Introduction to Statistical Relational Learning

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$103.31

  • Paperback

    608 pages

  • Release Date

    22 September 2019

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Summary

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 incor…

Book Details

ISBN-13:9780262538688
ISBN-10:0262538687
Author:Lise Getoor, Ben Taskar, Daphne Koller, Nir Friedman, Charles Sutton, Andrew McCallum, Avi Pfeffer, Sašo Džeroski
Publisher:MIT Press Ltd
Imprint:MIT Press
Format:Paperback
Number of Pages:608
Release Date:22 September 2019
Weight:1.20kg
Dimensions:254mm x 203mm x 25mm
Series:Adaptive Computation and Machine Learning series
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About The Author

Lise Getoor

Lise Getoor is Assistant Professor in the Department of Computer Science at the University of Maryland.Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Pennsylvania.Daphne Koller is Professor in the Department of Computer Science at Stanford University.Nir Friedman is Professor in the Department of Computer Science and Engineering at Hebrew University.Lise Getoor is Assistant Professor in the Department of Computer Science at the University of Maryland.Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Pennsylvania.Lise Getoor is Assistant Professor in the Department of Computer Science at the University of Maryland.Nir Friedman is Professor in the Department of Computer Science and Engineering at Hebrew University.Daphne Koller is Professor in the Department of Computer Science at Stanford University.Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Pennsylvania.Ben Taskar is Assistant Professor in the Computer and Information Science Department at the University of Pennsylvania.Pieter Abbeel is Assistant Professor in the Department of Electrical Engineering and Computer Sciences at the University of California, Berkeley.Daphne Koller is Professor in the Department of Computer Science at Stanford University.David Heckerman is Assistant Professor of Computer Science at the University of Southern California. He received his doctoral degree in Medical Information Sciences from Stanford University.Daphne Koller is Professor in the Department of Computer Science at Stanford University.Stuart Russell is Associate Professor of Computer Science at the University of California, Berkeley. This book builds on important philosophical and technical work by his coauthor, the late Eric Wefald.

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