10-601 Semi-supervised learning

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

Slides

• Slides in PowerPoint, in PDF.

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.