Class meeting for 10-605 2013 02 18

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.

Slides

• Slides in Powerpoint

Optional Readings

• Randomized Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun Clustering Deepak Ravichandran, Patrick Pantel, and Eduard Hovy
• Online Generation of Locality Sensitive Hash Signatures. Benjamin Van Durme and Ashwin Lall. ACL Short. 2010
• Counting with Randomized Storage. Benjamin Van Durme and Ashwin Lall. IJCAI. 2009

Other stuff

• A simple python implementation of a Bloom filter