The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction

Mohammad Tariqul Islam, Jason W. Fleischer

Uniform manifold approximation and projection (UMAP) is among the most popular neighbor embedding methods. The method samples pairs of point indices according to similarities in th…