Hypoelliptic Diffusion Maps I: Tangent Bundles

Tingran Gao

We introduce the concept of Hypoelliptic Diffusion Maps (HDM), a framework generalizing Diffusion Maps in the context of manifold learning and dimensionality reduction. Standard no…