Geodesic Learning via Unsupervised Decision Forests

Meghana Madhyastha, Percy Li, James Browne +4

Geodesic distance is the shortest path between two points in a Riemannian manifold. Manifold learning algorithms, such as Isomap, seek to learn a manifold that preserves geodesic d…