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. STUDENTS NEEDING SPECIAL PERMISSION MUST REQUEST OVERRIDES VIA THE ON-LINE FORM: https://www.cs.umass.edu/overrides.