LPGraph-package

LPGraph

<p>This package provides an algorithm to approximate and smooth the Laplacian graph spectra of a network with ordered vertices using LP-nonparametric basis. The underlying theory yields a reduced order (compressive) characterization of spectral graph properties.</p>

 package

A nonparametric method to approximate Laplacian graph spectra of a network with
ordered vertices. This provides a computationally efficient algorithm for obtaining an
accurate and smooth estimate of the graph Laplacian basis. The approximation results can
then be used for tasks like change point detection, k-sample testing, and so on. The
primary reference is Mukhopadhyay, S. and Wang, K. (2018, Technical Report).

LPGraph-package: LPGraph

Description

Arguments

References