cs.columbia.edu/~blei/fogm/2026F/readings.html
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Below are topics of the class and some readings about each. These topics and readings are subject to change. The readings are at different levels: some are basic and some are advanced. They provide foundational and other interesting material about the topics. The lectures will not necessarily cover all of this material. The main text is the forthcoming book "Probabilistic Models and Machine Learning" by David M. Blei. We will provide a draft to enrolled students. These readings supplement the book.