Curvature as a tool for evaluating dimensionality reduction and estimating intrinsic dimension

Charlotte Beylier, Parvaneh Joharinad, Jürgen Jost +1

Utilizing recently developed abstract notions of sectional curvature, we introduce a method for constructing a curvature-based geometric profile of discrete metric spaces. The curv…