19th September 2005 — Statistical relational learning

Charles Kemp, and Zoubin will lead discussions on statistical relational learning. Here are two papers:

Probabilistic Models for Relational Data. D. Heckerman, C. Meek, and D. Koller. Technical Report MSR-TR-2004-30.

Markov Logic: A unifying framework for statistical relational learning

PRM examples came from:

An application of Markov Logic can be found in: