A Comparative Study of UMAP and Other Dimensionality Reduction Methods
arXiv:2603.02275v2 Announce Type: replace-cross
Abstract: Uniform Manifold Approximation and Projection (UMAP) is a widely used manifold learning technique for dimensionality reduction. This paper studies UMAP, supervised UMAP, and several competing d…