The Manifold Density Function: An Intrinsic Method for the Validation of Manifold Learning

Benjamin Holmgren, Eli Quist, Jordan Schupbach +2

We introduce the manifold density function, which is an intrinsic method to validate manifold learning techniques. Our approach adapts and extends Ripley's $K$-function, and catego…