HMMs and DBNs

• HMMs are just very simple DBNs.

• Standard inference & learning algorithms for HMMs are instances of DBN algorithms

  • Forward-backward = polytree
  • Baum-Welch = EM
  • Viterbi = most probable explanation.

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