%J Journal of Spectral Theory %K Laplace, graph, discretization, Riemannian, RIEMANNIAN-MANIFOLDS, CONVERGENCE %L discovery1405894 %I EUROPEAN MATHEMATICAL SOC %O © European Mathematical Society. %X We show that eigenvalues and eigenfunctions of the Laplace–Beltrami operator on a Riemannian manifold are approximated by eigenvalues and eigenvectors of a (suitably weighted) graph Laplace operator of a proximity graph on an epsilon-net. %N 4 %T A graph discretization of the Laplace-Beltrami operator %V 4 %A D Burago %A S Ivanov %A Y Kurylev %D 2014 %P 675-714