Home
An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters
Loading Inventory...
Coles
An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters
From Guy Van Den Broeck
Current price: $92.00
![An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters](https://dynamic.indigoimages.ca/books/9780262542593.jpg?scaleup=true&width=600&quality=85&lang=en)
![An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters](https://dynamic.indigoimages.ca/books/9780262542593.jpg?scaleup=true&width=600&quality=85&lang=en)
Coles
An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters
From Guy Van Den Broeck
Current price: $92.00
Loading Inventory...
Size: 1.06 x 9.06 x 1.8625
*Product information may vary - to confirm product availability, pricing, shipping and return information please contact Coles
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 structure from observations. This book covers recent significant advances in the area of lifted inference, providing a unifying introduction to this very active field. After providing necessary background on probabilistic graphical models, relational probabilistic models, and learning inside these models, the book turns to lifted inference, first covering exact inference and then approximate inference. In addition, the book considers the theory of liftability and acting in relational domains, which allows the connection of learning and reasoning in relational domains. | An Introduction To Lifted Probabilistic Inference by Guy Van Den Broeck, Paperback | Indigo Chapters