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The Ethereal
A Cheeger Inequality for Size-Specific Conductance
March 20, 2023 ยท The Ethereal ยท ๐ arXiv.org
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Authors
Yufan Huang, David F. Gleich
arXiv ID
2303.11452
Category
cs.DM: Discrete Mathematics
Cross-listed
cs.SI
Citations
1
Venue
arXiv.org
Last Checked
5 months ago
Abstract
The $ฮผ$-conductance measure proposed by Lovรกsz and Simonovits is a size-specific conductance score that identifies the set with smallest conductance while disregarding those sets with volume smaller than a $ฮผ$ fraction of the whole graph. Using $ฮผ$-conductance enables us to study the network structures in new ways. In this manuscript we study a modified spectral cut for $ฮผ$-conductance that is a natural relaxation of the integer program of $ฮผ$-conductance and show that the optimum of this program has a two-sided Cheeger inequality with $ฮผ$-conductance.
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