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high-dimensional limit 1random geometric graphs 1semicircle law 1sparse regime 1spectral distribution 1

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math.PR2026

Spectra of high-dimensional sparse random geometric graphs

Yifan Cao, Yizhe Zhu

The paper determines the limiting empirical spectral distribution of sparse high‑dimensional random geometric graphs, showing that in two sparse regimes the global spectrum matches…