Textbook and reference materials
There is no existing text that perfectly matches the content of CSE515.
However, the following references contain useful additional details and insights.
Email the instructor if you are interested in further reading materials.
D. Koller & N. Friedman,
Probabilistic Graphical Models: Principles and Techniques, MIT Press, 2009
Steffen L. Lauritzen,
Graphical Models, Oxford University Press, 1996
Marc Mezard and Andrea Montanari,
Information, Physics, and Computation, Oxford University Press, 2009
M. Wainwright and M. Jordan,
Graphical models, exponential families, and variational inference, Foundations and Trends in Machine Learning, 2008