Difference between revisions of "10-601 Semi-supervised learning"
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=== Slides === | === Slides === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-601/ssl.pptx Slides in PowerPoint]. | + | * [http://www.cs.cmu.edu/~wcohen/10-601/ssl.pptx Slides in PowerPoint], [http://www.cs.cmu.edu/~wcohen/10-601/ssl.pdf in PDF]. |
=== Readings === | === Readings === | ||
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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. | ||
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Latest revision as of 12:41, 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.
