Hyperbolic Embeddings in 2026: Poincaré Ball Geometry for Infinite Hierarchical Taxonomies
An advanced mathematical machine learning guide to Hyperbolic Embeddings. We analyze Poincaré ball and Lorentz hyperboloid geometries, negative curvature properties, representing complex tree hierarchies with low dimensions, and graph classification.
9/2/202624 min read