Understanding and Improving UMAP with Geometric and Topological Priors: The JORC-UMAP Algorithm

Explore JORC-UMAP, an advanced manifold learning algorithm integrating Ollivier-Ricci curvature and Jaccard similarity to preserve geometric and topological ...

Level: expert

By Xiaobin Li, Run Zhang

Category: research