Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning

Christian Wachinger, Polina Golland

High computational costs of manifold learning prohibit its application for large point sets. A common strategy to overcome this problem is to perform dimensionality reduction on se…