The Annals of Probability · 2018 · 17 citations · 18 references
Natural SciencesComputer ScienceMathematicsGeometryProbability TheoryStochastic ProcessesDelaunay TriangulationsGeometric GraphsGraph TheoryHyperbolic GeometryRandom WalksVoronoi DiagramsExpansion In Random GraphsRandom Graph TheoryRandom GraphsRandom Walks On GraphsSimple Random WalkStationary Random ProcessesTriangulationsVoronoi Tessellations
We show that a random walk on a stationary random graph with positive anchored expansion and exponential volume growth has positive speed. We also show that two families of random triangulations of the hyperbolic plane, the hyperbolic Poisson–Voronoi tessellation and the hyperbolic Poisson–Delaunay triangulation, have $1$-skeletons with positive anchored expansion. As a consequence, we show that the simple random walks on these graphs have positive hyperbolic speed. Finally, we include a section of open problems and conjectures on the topics of stationary geometric random graphs and the hyperbolic Poisson–Voronoi tessellation.
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Processes on Unimodular Random Networks
David Aldous, Russell Lyons · Electronic Journal of Probability · 2007 · 443 citations · Full text
Group-invariant Percolation on Graphs
Itaï Benjamini, Russell Lyons, Yuval Peres et al. · Geometric and Functional Analysis · 1999 · 231 citations