Carlos Cardoso-Perelló

collaborators

2 papers

stat.ME2026

Huber-Wasserstein barycenters for robust distribution-valued data

Carlos Cardoso-Perelló, Alberto González-Sanz

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…

math.AP2026

Sharp Asymptotics for Regularized Optimal Transport

Carlos Cardoso-Perelló, Alberto González-Sanz, Marcel Nutz

We study the small-regularization limit for $L^{p}$ -regularized optimal transport with $1 < p < \infty$ and for entropically regularized optimal transport (EOT). The exact first-order (r…