Intensity Dot Product Graphs generate random graphs via Poisson point processes on latent space with dot-product affinities, defining heat maps and desire operators while proving spectral consistency to the operator spectrum.
Priors on exchangeable directed graphs.Electronic Journal of Statistics, 10:3490–3515, 2016
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Intensity Dot Product Graphs
Intensity Dot Product Graphs generate random graphs via Poisson point processes on latent space with dot-product affinities, defining heat maps and desire operators while proving spectral consistency to the operator spectrum.