Parametric UMAP embeddings for representation and semi-supervised learning

Tim Sainburg, Leland McInnes, Timothy Q Gentner

UMAP is a non-parametric graph-based dimensionality reduction algorithm using applied Riemannian geometry and algebraic topology to find low-dimensional embeddings of structured da…