38 citations · 138 across the 16 of their papers we have counts for
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stat.ME2016★ 27 cited
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 -barycenters" approach relies on recent results on barycenters in Wasserstein…
math.ST2016
On Perfect Classification and Clustering for Gaussian Processes
Juan A. Cuesta-Albertos, Subhajit Dutta
In this paper, we propose a data based transformation for infinite-dimensional Gaussian processes and derive its limit theorem. For a classification problem, this transformation in…