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Spectra of random graphs with arbitrary expected degrees

Spectra of random graphs with arbitrary expected degrees

We study random graphs with arbitrary distributions of expected degree and derive expressions for the spectra of their adjacency and modularity matrices. We give a complete prescription for calculating the spectra that is exact in the limit of large network size and large vertex degrees. We also study the effect …