Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Paper • 2407.09468 • Published Jul 12 • 1
Efficient Algorithms for t-distributed Stochastic Neighborhood Embedding Paper • 1712.09005 • Published Dec 25, 2017 • 1
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Paper • 1802.03426 • Published Feb 9, 2018 • 1
Poincaré Embeddings for Learning Hierarchical Representations Paper • 1705.08039 • Published May 22, 2017 • 1
A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction Paper • 2305.19043 • Published May 30, 2023 • 1