Spectral estimation for detecting low-dimensional structure in networks using arbitrary null models
(2021)
Journal Article
Humphries, M. D., Caballero, J. A., Evans, M., Maggi, S., & Singh, A. (2021). Spectral estimation for detecting low-dimensional structure in networks using arbitrary null models. PLoS ONE, 16(7), Article e0254057. https://doi.org/10.1371/journal.pone.0254057
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 for detecting a network's low-dimensional structure, and the nodes tha... Read More about Spectral estimation for detecting low-dimensional structure in networks using arbitrary null models.