Consistency of spectral clustering in stochastic block models
Work
Year: 2014
Type: article
Abstract: We analyze the performance of spectral clustering for community extraction in stochastic block models. We show that, under mild conditions, spectral clustering applied to the adjacency matrix of the n... more
Source: The Annals of Statistics
Authors Jing Lei, Alessandro Rinaldo
Institution Carnegie Mellon University
Cites: 64
Cited by: 548
Related to: 10
FWCI: 21.57
Citation percentile (by year/subfield): 99.99
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Sustainable Development Goals No poverty, Reduced inequalities
Open Access status: hybrid