Class meeting for 10-605 Scalable PageRank

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: [1]

Quiz

• [https://qna-app.appspot.com/view.html?aglzfnFuYS1hcHByGQsSDFF1ZXN0aW9uTGlzdBiAgICgjtDJCAw]

Readings

• Samping from Large Graphs, Jure Leskovec and Christos Faloutsos, KDD 2006.
• Local Graph Partitioning using PageRank Vectors, Andersen, Chung, Lang, FOCS 2006