Spectra of high-dimensional sparse random geometric graphs

Yifan Cao, Yizhe Zhu

We determine the limiting empirical spectral distribution of sparse high-dimensional random geometric graphs. The vertices are independent uniform points on the unit sphere $S^{d-1…