Carlos Cardoso-Perelló

Huber-Wasserstein barycenters for robust distribution-valued data

We propose a robust barycenter for distribution-valued data by incorporating the Huber loss directly into the optimal transport cost. In contrast to metric-space Huber means, which apply the Huber loss to the Wasserstein distance after optimization, our construction acts on individual transport displacements, preservin...