Bayesian Networks (Recitation)

Content

• Bayesian Networks

  • Conditional Independence
  • Joint Probability Distribution
  • Independencies and active trails

• BN Structure Learning

  • MLE for known structures
  • MLE structure score
  • Chow Liu

Supplementary material

Slides for Bayes Nets (pdf| pptx) and Structure learning (pdf|pptx).

Videos

Unedited video straight from a GF2.