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Distributed Randomized PageRank Algorithm Based on Stochastic Approximation

Published in IEEE Transactions on Automatic Control • Sep 19, 2014
NobleIDNI1P59W82R02S17
Authors:
Jinlong Lei
,
Han-Fu Chen

Abstract

A distributed randomized PageRank algorithm based on stochastic approximation (SA) is proposed to estimate the importance scores of web pages. Compared with the existing methods, the algorithm given here has wider applications in the sense that it can deal with a larger class of randomizations. The ...

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