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Sunday, August 11 • 4:25pm - 5:00pm
MLG: David Gleich : Personalized PageRank based Community Detection

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Personalized PageRank is a reasonably well known technique to find a community in a network starting from a single node. It works by approximating the stationary distribution of a resetting random-walk and using that stationary distribution to estimate the presence of nearby cuts in the graph. Ill discuss recent work on how to find use a personalized PageRank community to quickly estimate the sets of best conductance anywhere in the graph as well as how to find a good set of seeds to cover the entire graph with personalized PageRank communities.

Sunday August 11, 2013 4:25pm - 5:00pm CDT
Sheraton 1

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