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Constructing and sampling graphs with a prescribed joint degree distribution

Constructing and sampling graphs with a prescribed joint degree distribution

One of the most influential recent results in network analysis is that many natural networks exhibit a power-law or log-normal degree distribution. This has inspired numerous generative models that match this property. However, more recent work has shown that while these generative models do have the right degree distribution, they …