Wednesday, June 22, 2022

Lectures on Graphical Models

Christopher Bishop has an excellent set (1, 2, and 3) of introductory lectures on "Probabilistic Graphical Models". They are well-motivated and cover topics that include:

  • directed and undirected graphs
  • conditional independence
  • factor graphs
  • inference using factor graphs and sum/product rules

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