A Heat Diffusion Perspective on Geodesic Preserving Dimensionality
Reduction

A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction

30 May 2023

Guy Wolf

Ian M. Adelstein

Smita Krishnaswamy

Papers citing "A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction"

4 / 4 papers shown

Title
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds Xingzhi Sun Danqi Liao Kincaid MacDonald Yanlei Zhang Chen Liu Guillaume Huguet Guy Wolf Ian M. Adelstein Tim G. J. Rudner Smita Krishnaswamy 75 5 0 16 Oct 2024
Attraction-Repulsion Spectrum in Neighbor Embeddings Jan Niklas Böhm Philipp Berens D. Kobak 51 54 0 17 Jul 2020
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 154 9,409 0 09 Feb 2018
Geodesics in Heat Keenan Crane C. Weischedel M. Wardetzky 98 498 0 24 Apr 2012