Robust clustering tools based on optimal transportation

E. del Barrio, J. A. Cuesta-Albertos, C. Matrán +1

A robust clustering method for probabilities in Wasserstein space is introduced. This new "trimmed $k$-barycenters" approach relies on recent results on barycenters in Wasserstein…