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This is the sixteenth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig in the Summer Term 2020 at the University of Tübingen.
Time-stamped slides available at uni-tuebingen.....
Contents:
Directed Graphical Models / Bayesian Networks
Plate notation
Markov Random Fields
d-Separation
Markov Blankets
Hammersley-Clifford Theorem
© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0