Barycentric model aggregation in the Wasserstein space of distributions and a variational approach to consistency

Emmanouil Androulakis, Georgios I. Papayiannis, Athanasios N. Yannacopoulos

We study the problem of model aggregation within the Wasserstein space for probability measures on the real line. Given a fixed finite collection of candidate probability models, w…