Spectral estimation for detecting low-dimensional structure in networks using arbitrary null models

Mark D. Humphries, Javier A. Caballero, Mat Evans +2

Discovering low-dimensional structure in real-world networks requires a suitable null model that defines the absence of meaningful structure. Here we introduce a spectral approach…