Exact alignment recovery for correlated Erdős-Rényi graphs

November 18, 2017 · Declared Dead · 🏛 arXiv.org

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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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