Grassmannian diffusion maps based dimension reduction and classification for high-dimensional data

K. R. M. dos Santos, D. G. Giovanis, M. D. Shields

This work introduces the Grassmannian Diffusion Maps, a novel nonlinear dimensionality reduction technique that defines the affinity between points through their representation as…