Multi-way dual Cheeger constants and spectral bounds of graphs
Spectral Theory
2014-10-14 v3 Combinatorics
Probability
Abstract
We introduce a set of multi-way dual Cheeger constants and prove universal higher-order dual Cheeger inequalities for eigenvalues of normalized Laplace operators on weighted finite graphs. Our proof proposes a new spectral clustering phenomenon deduced from metrics on real projective spaces. We further extend those results to a general reversible Markov operator and find applications in characterizing its essential spectrum.
Keywords
Cite
@article{arxiv.1401.3147,
title = {Multi-way dual Cheeger constants and spectral bounds of graphs},
author = {Shiping Liu},
journal= {arXiv preprint arXiv:1401.3147},
year = {2014}
}
Comments
30 pages, 1 figure, revised; Theorem 6.4 added. Comments are welcome