42
11

Coarse Ricci curvature with applications to manifold learning problem

Abstract

Consider a sample of nn points taken i.i.d from a submanifold of Euclidean space. This defines a metric measure space. We show that there is an explicit set of scales tn0t_{n}\rightarrow0 such that a coarse Ricci curvature at scale tnt_{n} on this metric measure space converges almost surely to the coarse Ricci curvature of the underlying manifold.

View on arXiv
Comments on this paper