Difference between revisions of "Class meeting for 10-605 Scalable PageRank"
From Cohen Courses
Jump to navigationJump to search (→Slides) |
(→Slides) |
||
| Line 3: | Line 3: | ||
=== Slides === | === Slides === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs-2.pptx Randomized Algorithms wrap-up], [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs-2.pdf Randomized Algorithms PDF version. | + | * [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs-2.pptx Randomized Algorithms wrap-up], [http://www.cs.cmu.edu/~wcohen/10-605/randomized-algs-2.pdf Randomized Algorithms PDF version]. |
* [http://www.cs.cmu.edu/~wcohen/10-605/debugging-tips.pptx Tips on Debugging for the SGD Assignment],[http://www.cs.cmu.edu/~wcohen/10-605/debugging-tips.pdf PDF version] | * [http://www.cs.cmu.edu/~wcohen/10-605/debugging-tips.pptx Tips on Debugging for the SGD Assignment],[http://www.cs.cmu.edu/~wcohen/10-605/debugging-tips.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/pagerank.pptx PageRank and Scalability], [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pdf PDF version] | ||
Revision as of 17:27, 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, 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
