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.
Error estimates for spectral convergence of the graph Laplacian on random geometric graphs toward the Laplace–Beltrami operator
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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.