Rehabilitating Isomap: Euclidean Representation of Geodesic Structure

Michael W. Trosset, Gokcen Buyukbas

Manifold learning techniques for nonlinear dimension reduction assume that high-dimensional feature vectors lie on a low-dimensional manifold, then attempt to exploit manifold stru…