The Shape of Attraction in UMAP: Exploring the Embedding Forces in Dimensionality Reduction
arXiv:2503.09101v4 Announce Type: replace-cross
Abstract: 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 the high-dimens…