Approximating nonbacktracking centrality and localization phenomena in large networks.
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DOI: 10.1103/physreve.104.054306
Abstract: Message-passing theories have proved to be invaluable tools in studying percolation, nonrecurrent epidemics, and similar dynamical processes on real-world networks. At the heart of the message-passing method is the nonbacktracking matrix, whose largest eigenvalue, the… read more here.
Keywords: large networks; nonbacktracking centrality; message passing; approximating nonbacktracking ... See more keywords