Machine Learning 10-701 Lecture 16 (Exponential Families & Information Theory)

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Conjugate Priors
Collapsing
Entropy / Kraft's inequality
Directed graphical models (intro)

Introduction to Machine Learning (PhD level)
  1. Alex Smola
  2. Machine Learning
  3. 10-701
  4. CMU
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