Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms
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Jump to navigationJump to searchThis is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2014.
Slides
Other Stuff
- http://www.cs.cmu.edu/~wcohen/10-605/bloomfilter.py Python demo code for a simple Bloom filter]
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