Probabilistic ML – Lecture 18 – The Sum-Product Algorithm
This is the eighteenth 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 https://uni-tuebingen.de/en/180804.
Contents:
* Factor Graphs, again
* The Sum-Product Algorithm
* The Max-Sum and Max-Product Algorithms
* The Junction-Tree Algorithm
* Dynamic Programming
© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0