Random Projections on Smooth Manifolds

Manifold Learning algorithms try to preserve key properties of the manifold. Random projections accurately approximate many properties of the manifold: Ambient and geodesic distances between all point pairs. Dimension of the manifold. Topology, local neighborhoods, and local angles. Lengths and...

Uploaded by: Murkka Svensdottir
Filesize: 2 MB