Distributional Convergence of the Empirical Laplacians with Integral Kernels on Domains with Boundaries

Bernard Akwei, Luke Rogers, Alexander Teplyaev

Motivated by the problem of understanding theoretical bounds for the performance of the Belkin-Niyogi Laplacian eigencoordinate approach to dimension reduction in machine learning…