An Introduction to Lifted Probabilistic Inference by Guy Van Den Broeck, Sriraam Natarajan, David Poole, Kristin Kersting

An Introduction to Lifted Probabilistic Inference

Neural Information Processing

Guy Van Den Broeck, Sriraam Natarajan, David Poole, Kristin Kersting

454 pages • missing pub info (editions)

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Description

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 e...

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