Spectral Convergence of Graph Laplacian and Heat Kernel Reconstruction in $L^{\infty }$ from Random Samples

David B Dunson, Hau-Tieng Wu, Nan Wu

In the manifold setting, we provide a series of spectral convergence results quantifying how the eigenvectors and eigenvalues of the graph Laplacian converge to the eigenfunctions…