In this lecture we will continue our discussion of probabilistic undirected graphical models with the Deep Belief Network and the Deep Boltzmann Machine.
Please study the following material in preparation for the class:
- Part of Chapter 20 (sec. 20.1 to 20.8) of the Deep Learning Textbook (deep generative models).
- Slides on deep generative modeling (1 to 25)