Computer Science 688 - Probabilistic Graphical Models

This course will cover Bayesian and Markov networks and their dynamic and relational extensions; exact and approximate inference methods; estimation of both the parameters and structure of graphical models.

Open to COMPSCI graduate students only. COURSE NUMBER CHANGED FROM CMPSCI 691GM TO COMPSCI 688. 7 SEATS HELD FOR INCOMING STUDENT REGISTRATION. STUDENTS NEEDING SPECIAL PERMISSION MUST REQUEST OVERRIDES VIA THE ON-LINE FORM: https://www.cics.umass.edu/overrides.