Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models

Anton Mallasto, Søren Hauberg, Aasa Feragen

Latent variable models (LVMs) learn probabilistic models of data manifolds lying in an \emph{ambient} Euclidean space. In a number of applications, a priori known spatial constrain…