Eustasio del Barrio

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 17

Top Topics

Kernel Canonical Correlation Analysis

Transportation Costs

Attraction Repulsion

Top Venues

J. Multivar. Anal.

J. Optim. Theory Appl.

Publications

Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes
Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering. Adv. Data Anal. Classif. 17 (4) (2023)
Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes, Jonathan Niles-Weed
An Improved Central Limit Theorem and Fast Convergence Rates for Entropic Transportation Costs. SIAM J. Math. Data Sci. 5 (3) (2023)
Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes, Jonathan Niles-Weed
An improved central limit theorem and fast convergence rates for entropic transportation costs. CoRR (2022)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization. CVPR (2021)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving robustness in classification using optimal transport with hinge regularization. CoRR (2020)
Eustasio del Barrio, Alberto González-Sanz, Marc Hallin
A note on the regularity of optimal-transport-based center-outward distribution and quantile functions. J. Multivar. Anal. 180 (2020)
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
optimalFlow: optimal transport approach to flow cytometry gating and population matching. BMC Bioinform. 21 (1) (2020)
Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes
Review of Mathematical frameworks for Fairness in Machine Learning. CoRR (2020)
Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes, Laurent Risser
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set. CoRR (2020)
Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán
Box-Constrained Monotone Approximations to Lipschitz Regularizations, with Applications to Robust Testing. J. Optim. Theory Appl. 187 (1) (2020)
Eustasio del Barrio, Jean-Michel Loubes
The statistical effect of entropic regularization in optimal transportation. CoRR (2020)
Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán, Agustín Mayo-Íscar
Robust clustering tools based on optimal transportation. Stat. Comput. 29 (1) (2019)
Eustasio del Barrio, Paula Gordaliza, Hélène Lescornel, Jean-Michel Loubes
Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions. J. Multivar. Anal. 169 (2019)
Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes
Obtaining Fairness using Optimal Transport Theory. ICML (2019)
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes
Attraction-Repulsion clustering with applications to fairness. CoRR (2019)
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
optimalFlow: Optimal-transport approach to flow cytometry gating and population matching. CoRR (2019)
Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes
Confidence Intervals for Testing Disparate Impact in Fair Learning. CoRR (2018)
Pedro C. Álvarez-Esteban, Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán
Searching for a common pooling pattern among several samples. Comput. Stat. Data Anal. 67 (2013)
Juan Antonio Cuesta-Albertos, Eustasio del Barrio, Ricardo Fraiman, Carlos Matrán
Letter to the editor. J. Multivar. Anal. 103 (1) (2012)
Pedro C. Álvarez-Esteban, Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán
Assessing when a sample is mostly normal. Comput. Stat. Data Anal. 54 (12) (2010)
Juan Antonio Cuesta-Albertos, Eustasio del Barrio, Ricardo Fraiman, Carlos Matrán
The random projection method in goodness of fit for functional data. Comput. Stat. Data Anal. 51 (10) (2007)