Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.

Slides

• Matrix Factors, Continued - Slides
• Randomized Algorithms - Slides

Other Stuff

• Python demo code for a simple Bloom filter

Readings

• 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