Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes

Anton Mallasto, Aasa Feragen

Neural Information Processing Systems 

We prove uniqueness of the barycenter of a population of GPs, as well as convergence of the metric and the barycenter of their finite-dimensional counterparts.

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