Introduction to Lifted Probabilistic Inference
$114.54
- Paperback
454 pages
- Release Date
21 September 2021
Summary
Recent advances in the area of lifted inference, which exploits the structure inherent in relational probabilistic models.
Statistical relational AI (StaRAI) studies the integration of reasoning under uncertainty with reasoning about individuals and relations. The representations used are often called relational probabilistic models. Lifted inference is about how to exploit the structure inherent in relational probabilistic models, either in the way they are expressed or by extracting…
Book Details
| ISBN-13: | 9780262542593 |
|---|---|
| ISBN-10: | 0262542595 |
| Author: | Guy Van den Broeck, Kristin Kersting |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Paperback |
| Number of Pages: | 454 |
| Release Date: | 21 September 2021 |
| Weight: | 368g |
| Dimensions: | 229mm x 178mm |
| Series: | Neural Information Processing series |
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About The Author
Guy Van den Broeck
Guy Van den Broeck is Associate Professor of Computer Science at the University of California, Los Angeles.
Kristian Kersting is Professor in the Computer Science Department and the Centre for Cognitive Science at Technische Universit t Darmstadt.
Sriraam Natarajan is Professor and the Director of the Center for Machine Learning in the Department of Computer Science at University of Texas at Dallas.
David Poole is Professor in the Department of Computer Science at the University of British Columbia.
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