Holey graphs: very large Betti numbers are testable

January 11, 2024 Β· Declared Dead Β· πŸ› Conference on Current Trends in Theory and Practice of Informatics

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Authors DΓ‘niel SzabΓ³, Simon Apers arXiv ID 2401.06109 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DM, math.CO Citations 0 Venue Conference on Current Trends in Theory and Practice of Informatics Last Checked 5 months ago
Abstract
We show that the graph property of having a (very) large $k$-th Betti number $Ξ²_k$ for constant $k$ is testable with a constant number of queries in the dense graph model. More specifically, we consider a clique complex defined by an underlying graph and prove that for any $\varepsilon>0$, there exists $Ξ΄(\varepsilon,k)>0$ such that testing whether $Ξ²_k \geq (1-Ξ΄) d_k$ for $Ξ΄\leq Ξ΄(\varepsilon,k)$ reduces to tolerantly testing $(k+2)$-clique-freeness, which is known to be testable. This complements a result by Elek (2010) showing that Betti numbers are testable in the bounded-degree model. Our result combines the Euler characteristic, matroid theory and the graph removal lemma.
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