Class meeting for 10-605 SSL on Graphs

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.

Slides

• Semi-Supervised Learning On Graphs

Optional Readings

• Frank Lin and William W. Cohen (2010): Semi-Supervised Classification of Network Data Using Very Few Labels in ASONAM-2010.
• PP Talukdar, K Crammer (2009): New regularized algorithms for transductive learning Machine Learning and Knowledge Discovery in Databases, 442-457
• Partha Pratim Talukdar and William W. Cohen (2014): Scaling Graph-based Semi Supervised Learning to Large Number of Labels Using Count-Min Sketch in AI-Stats 2014.