Difference between revisions of "Class meeting for 10-605 Scalable PageRank"
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* [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pptx PageRank and Scalability], [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pdf PDF version] | * [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pptx PageRank and Scalability], [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pdf PDF version] | ||
* [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pptx Sampling from a Graph], [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pdf PDF version] | * [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pptx Sampling from a Graph], [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pdf PDF version] | ||
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| + | === Quiz === | ||
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| + | * TBA in class | ||
=== Readings === | === Readings === | ||
Revision as of 17:18, 3 November 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
- Randomized Algorithms wrap-up, [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs-2.pdf Randomized Algorithms PDF version.
- Tips on Debugging for the SGD Assignment,PDF version
- PageRank and Scalability, PDF version
- Sampling from a Graph, PDF version
Quiz
- TBA in class
Readings
- Samping from Large Graphs, Jure Leskovec and Christos Faloutsos, KDD 2006.
- Local Graph Partitioning using PageRank Vectors, Andersen, Chung, Lang, FOCS 2006
