10-601 HMMs

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Slides

TBD

Readings

Graphical Models by Michael I. Jordan

Taking home message

  • factorization theorem of BN
  • Full, independent and intermediate conditional probability models
  • Markov blanket
  • Learning a BN
  • Inference in BN is NP hard
  • Approximate inference in BN
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