Zeyang Huang

MAPLE method enhances nonlinear dimensionality reduction for visual analysis

Researchers have introduced MAPLE, a novel nonlinear dimensionality reduction technique designed to improve upon UMAP for visual analysis. MAPLE utilizes a self-supervised learning approach to better model manifold geom…