The Cheeger Inequality and Coboundary Expansion: Beyond Constant Coefficients

TL;DR

This paper extends Cheeger inequalities to graphs with sheaf coefficients, revealing new insights into coboundary expansion, especially on spherical buildings, and introduces a new expander mixing lemma for r-partite graphs.

Contribution

It generalizes Cheeger inequalities to sheaves on graphs, provides bounds on coboundary expansion for sheaves on spherical buildings, and introduces a new expander mixing lemma for r-partite graphs.

Findings

Graphs are good spectral expanders iff they have good coboundary expansion relative to any constant sheaf.

Sheaves close to constant on an expander graph are also good coboundary expanders.

Explicit bounds on coboundary expansion for sheaves on spherical buildings as the thickness grows.

Abstract

The Cheeger constant of a graph, or equivalently its coboundary expansion, quantifies the expansion of the graph. This notion assumes an implicit choice of a coefficient group, namely, $\mathbb{F}_2$. In this paper, we study Cheeger-type inequalities for graphs endowed with a generalized coefficient group, called a sheaf; this is motivated by applications to cosystolic expansion and locally testable codes. We prove that a graph is a good spectral expander if and only if it has good coboundary expansion relative to any (resp. some) constant sheaf, or equivalently, relative to any `ordinary' coefficient group. We moreover show that sheaves that are close to being constant in a well-defined sense are also good coboundary expanders, provided that their underlying graph is an expander, thus giving the first example of good coboundary expansion in non-cosntant sheaves on sparse graphs. By contrast, we observe that for general sheaves on graphs, it is impossible to relate the expansion of the graph and the coboundary expansion of the sheaf. We specialize our results to sheaves on (finite) spherical buildings. Specifically, we show that the normalized second eigenvalue of the (weighted) graph underlying a $q$-thick $d$-dimensional spherical building is $O(\frac{1}{\sqrt{q}-3d})$ if $q>9d^2$. Plugging this into our results about coboundary expansion gives explicit lower bounds on the coboundary expansion of some constant and non-constant sheaves on spherical buildings; for a fixed dimension $d$, the bounds approach a constant as the thickness $q$ grows. Along the way, we prove a new version of the Expander Mixing Lemma for $r$-partite weighted graphs.