Difference between revisions of "10-601 Semi-supervised learning"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014 === Slides === * [http://www.cs.cmu.edu/~wcohen/10-601/ssl.pptx Slides in PowerPoint]. === ...")
 
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* How to modify EM and k-means to make them semi-supervised.
 
* How to modify EM and k-means to make them semi-supervised.
 
* What techniques are used in graph-based SSL.
 
* What techniques are used in graph-based SSL.
* What multi-view learning and co-training are.
 

Revision as of 12:40, 19 November 2014

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

Slides

Readings

  • None

Summary

You should know:

  • The difference between transductive and inductive SSL methods.
  • How to modify EM and k-means to make them semi-supervised.
  • What techniques are used in graph-based SSL.