Difference between revisions of "Class meeting for 10-605 Randomized"
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| − | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in | + | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2015|schedule]] for the course [[Machine Learning with Large Datasets 10-605 in Fall_2015]]. |
=== Slides === | === Slides === | ||
| − | Comment: I'm going to start off with a few slides | + | Comment: I'm going to start off with a few slides related to the upcoming assignment on MF with Spark. |
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs.pptx | + | * [http://www.cs.cmu.edu/~wcohen/10-605/spark-for-mf.pptx Spark for MF in PowerPoint], [http://www.cs.cmu.edu/~wcohen/10-605/spark-for-mf.pdf Spark for MF in PDF]. |
| + | * [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs.pptx Randomized Algorithms in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs.pdf in PDF] | ||
Supplement: | Supplement: | ||
Revision as of 14:56, 27 October 2015
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Fall_2015.
Slides
Comment: I'm going to start off with a few slides related to the upcoming assignment on MF with Spark.
Supplement:
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
- Sketch Algorithms for Estimating Point Queries in NLP. Amit Goyal, Hal Daume III, and Graham Cormode, EMNLP 2012]
