Class meeting for 10-605 SSL on Graphs

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This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Fall 2015.

Slides

Optional Readings

Key things to remember

  • What SSL is and when it is useful.
  • The harmonic fields and multi-rank walk SSL algorithms, and properties of these algorithms.
  • What is optimized by the MAD algorithm, and what the goal is of the various terms in the optimization.
  • The power iteration clustering algorithm.