Reasoning with Bayesian Networks

This page contains information on the second half of COMP8620 Advanced Topics in AI, offered in Semester 2, 2008 (Phil Kilby discusses search in the first half). In this part of the course we discuss probabilistic reasoning with Bayesian networks, with a focus on how problem structure can be exploited in various ways to improve the efficiency and scalability of reasoning.

Textbook: Modeling and Reasoning with Bayesian Networks, Adnan Darwiche, Cambridge University Press, 2009.

Time: Wed 10–12
Place: Graduate Teaching Room, R221, Ian Ross Building
Instructor: Jinbo Huang