Dimensionality Reduction on Riemannian Manifolds in Data Analysis

Alaa El Ichi, Khalide Jbilou

In this work, we investigate Riemannian geometry based dimensionality reduction methods that respect the underlying manifold structure of the data. In particular, we focus on Princ…