51 citations · 183 across the 21 of their papers we have counts for
5 papers · 1 filter
A note on the Regularity of Center-Outward Distribution and Quantile Functions
Eustasio del Barrio, Alberto González-Sanz, Marc Hallin
We provide sufficient conditions under which the center-outward distribution and quantile functions introduced in Chernozhukov et al.~(2017) and Hallin~(2017) are homeomorphisms, t…
optimalFlow: Optimal-transport approach to flow cytometry gating and population matching
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes +2
Data obtained from Flow Cytometry present pronounced variability due to biological and technical reasons. Biological variability is a well-known phenomenon produced by measurements…
Attraction-Repulsion clustering with applications to fairness
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes
We consider the problem of diversity enhancing clustering, i.e, developing clustering methods which produce clusters that favour diversity with respect to a set of protected attrib…
On approximate validation of models: A Kolmogorov-Smirnov based approach
Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán
Classical tests of fit typically reject a model for large enough real data samples. In contrast, often in statistical practice a model offers a good description of the data even th…
Box-constrained monotone -approximations to Lipschitz regularizations, with applications to robust testing
Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán
Tests of fit to exact models in statistical analysis often lead to rejections even when the model is a useful approximate description of the random generator of the data. Among pos…