Kristian Kersting
Brian Milch
Luke S. Zettlemoyer
Michael Haimes
Leslie Pack Kaelbling
Abstract: We use a concrete problem in the context of planning meetings to show how lifted probabilistic inference can dramatically speed up reasoning. We also extend lifted inference to deal with cardinality potentials, and examine how to deal with background knowledge about a social network.
Presented at: NIPS 2007 Workshop on Statistical Network Models, Whistler, BC, Canada, December 2007.
Download: extended abstract, poster