10-601 GM1

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Slides

Slides in PDF

Readings

Graphical Models by Michael I. Jordan

Taking home message

  • factorization theorem of BN
  • local conditional dependencies in a BN
  • directed and undirected GM: BN versus MRF
  • draw HMM and Topic Models as graphical models
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