Modeling heterogeneity in random graphs through latent space models: a\n selective review

We present a selective review on probabilistic modeling of heterogeneity in\nrandom graphs. We focus on latent space models and more particularly on\nstochastic block models and their extensions that have undergone major\ndevelopments in the last five years.\n