2 papers
cs.LG2026
Nonlinear Dimensionality Reduction with Diffusion Maps in Practice
Sönke Beier, Paula Pirker-DÃaz, Friedrich Pagenkopf +1
Diffusion Map is a spectral dimensionality reduction technique which is able to uncover nonlinear submanifolds in high-dimensional data. And, it is increasingly applied across a wi…
physics.soc-ph2025
Study of the Diffusion Map method in the context of social science data sets -- as an example for spectral dimensionality reduction methods
Sönke Beier
The Diffusion Map is a nonlinear dimensionality reduction technique used to analyze high-dimensional data, with recent applications extending to datasets from the social sciences.…