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arXiv · 1808.04553

Spectral bounds for non-uniform hypergraphs using weighted clique expansion

Ashwin Guha·Ambedkar Dukkipati
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Abstract

Hypergraphs are an invaluable tool to understand many hidden patterns in large data sets. Among many ways to represent hypergraph, one useful representation is that of weighted clique expansion. In this paper, we consider this representation for non-uniform hypergraphs. We generalize the spectral results for uniform hypergraphs to non-uniform hypergraphs and show that they extend in a natural way. We provide a bound on the largest eigenvalue with respect to the average degree of neighbours of a vertex in a graph. We also prove an inequality on the boundary of a vertex set in terms of the largest and second smallest eigenvalue and use it to obtain bounds on some connectivity parameters of the hypergraph.

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Ashwin Guha, Ambedkar Dukkipati. 2018-08-14. Spectral bounds for non-uniform hypergraphs using weighted clique expansion. https://arxiv.org/abs/1808.04553

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