Carlos Cardoso-Perelló

Huber-Wasserstein barycenters for robust distribution-valued data

This work proposes a robust barycenter for distribution-valued data by incorporating the Huber loss directly into the optimal transport cost, and proves regularity and uniqueness properties of dual potentials, existence of optimal transport maps, and stability as the Huber parameter varies.