"Inference on Relational Models Using Markov Chain Monte Carlo". Tutorial at the 23rd Conference on Uncertainty in Artificial Intelligence (UAI), Vancouver, BC, July 19, 2007 [PowerPoint].
"First-Order Probabilistic Models: Into the Unknown". Invited talk (substituting for Stuart Russell) at the 16th International Conference on Inductive Logic Programming (ILP), Aug. 27, 2006 [PowerPoint], [PDF]. Includes taxonomy of first-order probabilistic languages.
"First-Order Probabilistic Models: Into the Unknown". Tutorial with Stuart Russell at NIPS, Dec. 5, 2005 [PowerPoint], [PDF].
"BLOG: Probabilistic Models with Unknown Objects". Guest lecture in CS 282 (Probabilistic Reasoning), Harvard University, Nov. 29, 2007 [PowerPoint] [PDF].
Guest lectures in 9.66 (Computational Cognitive Science), MIT: "Relational Probability Models" on Nov. 27, 2007 [PowerPoint] [PDF] and "Learning and Structural Uncertainty in RPMs" on Nov. 29, 2007 [PowerPoint] [PDF].
Lectures at the IPAM Graduate Summer School on Probabilistic Models of Cognition, Los Angeles, CA, July 16, 2007: "Relational Probability Models" [PowerPoint] and "Unknown Objects and BLOG" [PowerPoint].
"First-Order Probabilistic Models". Guest lecture in 9.66 (Computational Cognitive Science), MIT, December 7, 2006 [PowerPoint], [PDF].
"BLOG: Probabilistic Models with Unknown Objects". Guest lecture in CS 289, UC Berkeley, Dec. 6, 2004 [PowerPoint], [PDF].
"BLOG: Probabilistic Models with Unknown Objects". Presentation at IJCAI, August 3, 2005 [PowerPoint].