Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning

Keaton Hamm, Nick Henscheid, Shujie Kang

In this paper, we propose Wasserstein Isometric Mapping (Wassmap), a nonlinear dimensionality reduction technique that provides solutions to some drawbacks in existing global nonli…