How well behaved is finite dimensional Diffusion Maps?

Wenyu Bo, Marina Meilă

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 iso…