Difference between revisions of "10-601 Inference in HMMs"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014 === Slides === [http://curtis.ml.cmu.edu/w/courses/images/9/9e/Lecture18-GM.pdf Slides in PD...")
 
 
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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/HMM1.pdf Slides in pdf].
  
 
=== Readings ===
 
=== Readings ===

Latest revision as of 08:28, 5 November 2014

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

Slides

Readings

Taking home message

  • Why BNs are not enough
  • The layers of HMMs
  • Formal definition of a HMM model
  • Inference with observations
  • Computing the most likely path