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cs.SI2013
Sublinear Column-wise Actions of the Matrix Exponential on Social Networks
Kyle Kloster, David F. Gleich
We consider stochastic transition matrices from large social and information networks. For these matrices, we describe and evaluate three fast methods to estimate one column of the…
cs.SI2013★ 9 cited
Parallel Maximum Clique Algorithms with Applications to Network Analysis and Storage
Ryan A. Rossi, David F. Gleich, Assefaw H. Gebremedhin +1
We propose a fast, parallel maximum clique algorithm for large sparse graphs that is designed to exploit characteristics of social and information networks. The method exhibits a r…