Spectral Convergence of the connection Laplacian from random samples

Amit Singer, Hau-tieng Wu

Spectral methods that are based on eigenvectors and eigenvalues of discrete graph Laplacians, such as Diffusion Maps and Laplacian Eigenmaps are often used for manifold learning an…