Difference between revisions of "10-601 HMMs"

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=== Slides ===
 
=== Slides ===
  
[http://curtis.ml.cmu.edu/w/courses/images/9/9e/Lecture18-GM.pdf Slides in PDF]
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* Ziv's lecture: [http://www.cs.cmu.edu/~zivbj/classF14/HMMLearning.pdf Slides in pdf].
  
 
=== Readings ===
 
=== Readings ===

Latest revision as of 10:48, 6 November 2014

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