Spectra of networks containing short loops
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DOI: 10.1103/physreve.100.012314
Abstract: The spectrum of the adjacency matrix plays several important roles in the mathematical theory of networks and network data analysis, for example in percolation theory, community detection, centrality measures, and the theory of dynamical systems… read more here.
Keywords: spectra networks; short loops; networks containing; network ... See more keywords
Belief propagation for networks with loops
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DOI: 10.1126/sciadv.abf1211
Abstract: A novel belief propagation algorithm is derived for the solution of probabilistic models on networks containing short loops. Belief propagation is a widely used message passing method for the solution of probabilistic models on networks… read more here.
Keywords: propagation; loops belief; belief propagation; networks loops ... See more keywords