Towards Spectral Convergence of Locally Linear Embedding on Manifolds with Boundary

Andrew Lyons

We study the eigenvalues and eigenfunctions of a differential operator that governs the asymptotic behavior of the unsupervised learning algorithm known as Locally Linear Embedding…