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.
Bayesian models of graphs, arrays and other exchangeable random structures.IEEE transactions on pattern analysis and machine intelligence, 37(2): 437–461
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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.