Difference between revisions of "Class meeting for 10-605 SGD for MF 2 and Randomized Algorithms"

From Cohen Courses
Jump to navigationJump to search
(Created page with "This is one of the class meetings on the schedule for the course Machine Learning with Large Data...")
 
 
(6 intermediate revisions by the same user not shown)
Line 3: Line 3:
 
=== Slides ===
 
=== Slides ===
  
* [http://www.cs.cmu.edu/~wcohen/10-605/2014/matrix-factors-2.pptx Matrix Factors, Continued - Slides]
+
* [http://www.cs.cmu.edu/~wcohen/10-605/matrix-factors-2.pptx Matrix Factors, Continued - Slides]
* [http://www.cs.cmu.edu/~wcohen/10-605/2014/randomized-algs.pptx Randomized Algorithms]
+
* [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs.pptx Randomized Algorithms - Slides]
  
 +
=== Other Stuff ===
 +
 +
* [http://www.cs.cmu.edu/~wcohen/10-605/bloomfilter.py Python demo code for a simple Bloom filter]
  
 
=== Readings ===
 
=== Readings ===
* [http://dl.acm.org/citation.cfm?id=1219840.1219917 Randomized Algorithms and NLP: Using Locality Sensitive Hash Functions for High Speed Noun Clustering] Deepak Ravichandran, Patrick Pantel, and Eduard Hovy
+
 
 +
* [http://www.cs.jhu.edu/~vandurme/papers/VanDurmeLallACL10.pdf Online Generation of Locality Sensitive Hash Signatures]. Benjamin Van Durme and Ashwin Lall.  ACL Short. 2010
 +
* [http://www.cs.jhu.edu/~vandurme/papers/VanDurmeLallIJCAI09.pdf  Counting with Randomized Storage]. Benjamin Van Durme and Ashwin Lall. IJCAI. 2009

Latest revision as of 11:22, 26 February 2014

This 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

Readings