Metrics for Probabilistic Geometries

Alessandra Tosi, Søren Hauberg, Alfredo Vellido +1

We investigate the geometrical structure of probabilistic generative dimensionality reduction models using the tools of Riemannian geometry. We explicitly define a distribution ove…