Diffusion Maps : Using the Semigroup Property for Parameter Tuning

Shan Shan, Ingrid Daubechies

Diffusion maps (DM) constitute a classic dimension reduction technique, for data lying on or close to a (relatively) low-dimensional manifold embedded in a much larger dimensional…