AI RESEARCH
How well behaved is finite dimensional Diffusion Maps?
arXiv CS.LG
•
ArXi:2412.03992v3 Announce Type: replace-cross Under a set of assumptions on a family of submanifolds $\subset {\mathbb R}^D$, we derive a series of geometric properties that remain valid after finite-dimensional and almost isometric Diffusion Maps (DM), including almost uniform density, finite polynomial approximation and reach.