Difference between revisions of "Class meeting for 10-605 Scalable PageRank"
From Cohen Courses
Jump to navigationJump to search (→Slides) |
(→Slides) |
||
| Line 5: | Line 5: | ||
* [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.pptx Tips on Debugging for the SGD Assignment] | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pptx PageRank] | + | * [http://www.cs.cmu.edu/~wcohen/10-605/pagerank.pptx PageRank and Scalability] |
* [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pptx Subsampling a Graph - 1] | * [http://www.cs.cmu.edu/~wcohen/10-605/rwr-sampling.pptx Subsampling a Graph - 1] | ||
* [http://www.cs.cmu.edu/~wcohen/10-605/sweep-and-visualize.pptx Subsampling a Graph - 2] | * [http://www.cs.cmu.edu/~wcohen/10-605/sweep-and-visualize.pptx Subsampling a Graph - 2] | ||
Revision as of 14:10, 14 March 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
- Tips on Debugging for the SGD Assignment
- PageRank and Scalability
- Subsampling a Graph - 1
- Subsampling a Graph - 2
Readings
- Design patterns for efficient graph algorithms in MapReduce, Lin and Schatz, MLG 2010
- Samping from Large Graphs, Jure Leskovec and Christos Faloutsos, KDD 2006.
- Local Graph Partitioning using PageRank Vectors, Andersen, Chung, Lang, FOCS 2006
