A relation between isoperimetry and total variation decay with applications to graphs of non-negative Ollivier-Ricci curvature
We prove an inequality relating the isoperimetric profile of a graph to the decay of the random walk total variation distance $\sup_{x\sim y} ||P^n(x,\cdot)-P^n(y,\cdot)||_{\mathrm{TV}}$. This inequality implies a quantitative version of a theorem of Salez (GAFA 2022) stating that bounded-degree gra...
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Zusammenfassung: | We prove an inequality relating the isoperimetric profile of a graph to the
decay of the random walk total variation distance $\sup_{x\sim y}
||P^n(x,\cdot)-P^n(y,\cdot)||_{\mathrm{TV}}$. This inequality implies a
quantitative version of a theorem of Salez (GAFA 2022) stating that
bounded-degree graphs of non-negative Ollivier-Ricci curvature cannot be
expanders. Along the way, we prove universal upper-tail estimates for the
random walk displacement $d(X_0,X_n)$ and information $-\log P^n(X_0,X_n)$,
which may be of independent interest. |
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DOI: | 10.48550/arxiv.2411.04988 |