Exact alignment recovery for correlated Erdős-Rényi graphs
November 18, 2017 · Declared Dead · 🏛 arXiv.org
"No code URL or promise found in abstract"
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Authors
Daniel Cullina, Negar Kiyavash
arXiv ID
1711.06783
Category
cs.IT: Information Theory
Cross-listed
cs.LG
Citations
88
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We consider the problem of perfectly recovering the vertex correspondence between two correlated Erdős-Rényi (ER) graphs on the same vertex set. The correspondence between the vertices can be obscured by randomly permuting the vertex labels of one of the graphs. We determine the information-theoretic threshold for exact recovery, i.e. the conditions under which the entire vertex correspondence can be correctly recovered given unbounded computational resources.
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