This is a preview. Log in through your library . Abstract We analyze the performance of spectral clustering for community extraction in stochastic block models. We show that, under mild conditions, ...

Biological and social systems consist of myriad interacting units. The interactions can be represented in the form of a graph or network. Measurements of these graphs can reveal the underlying ...