Metrics for Probabilistic Geometries

27 Nov 2014Alessandra TosiSøren HaubergAlfredo VellidoNeil D. Lawrence

We investigate the geometrical structure of probabilistic generative dimensionality reduction models using the tools of Riemannian geometry. We explicitly define a distribution over the natural metric given by the models... (read more)

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