10-601 HMMs

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This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014

Slides

Readings

Taking home message

  • Learning with known states: MLE
  • Learning with unknown states: EM
  • Analyzing protein sequences with HMMs
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