Eustasio del Barrio

21 papers A* 2Journal 19
YearRankTypeTitle / Venue / Authors
2023 J jnl
An Improved Central Limit Theorem and Fast Convergence Rates for Entropic Transportation Costs.
SIAM J. Math. Data Sci.
Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes, Jonathan Niles-Weed
2023 J jnl
Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering.
Adv. Data Anal. Classif.
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes
2022 J jnl
An improved central limit theorem and fast convergence rates for entropic transportation costs.
CoRR
Eustasio del Barrio, Alberto González-Sanz, Jean-Michel Loubes, Jonathan Niles-Weed
2021 A* conf
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization.
CVPR
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2020 J jnl
A note on the regularity of optimal-transport-based center-outward distribution and quantile functions.
J. Multivar. Anal.
Eustasio del Barrio, Alberto González-Sanz, Marc Hallin
2020 J jnl
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set.
CoRR
Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes, Laurent Risser
2020 J jnl
Achieving robustness in classification using optimal transport with hinge regularization.
CoRR
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2020 J jnl
Box-Constrained Monotone Approximations to Lipschitz Regularizations, with Applications to Robust Testing.
J. Optim. Theory Appl.
Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán
2020 J jnl
Review of Mathematical frameworks for Fairness in Machine Learning.
CoRR
Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes
2020 J jnl
The statistical effect of entropic regularization in optimal transportation.
CoRR
Eustasio del Barrio, Jean-Michel Loubes
2020 J jnl
optimalFlow: optimal transport approach to flow cytometry gating and population matching.
BMC Bioinform.
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
2019 J jnl
Attraction-Repulsion clustering with applications to fairness.
CoRR
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes
2019 J jnl
Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions.
J. Multivar. Anal.
Eustasio del Barrio, Paula Gordaliza, Hélène Lescornel, Jean-Michel Loubes
2019 A* conf
Obtaining Fairness using Optimal Transport Theory.
ICML
Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes
2019 J jnl
Robust clustering tools based on optimal transportation.
Stat. Comput.
Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán, Agustín Mayo-Íscar
2019 J jnl
optimalFlow: Optimal-transport approach to flow cytometry gating and population matching.
CoRR
Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes, Carlos Matrán, Agustín Mayo-Íscar
2018 J jnl
Confidence Intervals for Testing Disparate Impact in Fair Learning.
CoRR
Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes
2013 J jnl
Searching for a common pooling pattern among several samples.
Comput. Stat. Data Anal.
Pedro C. Álvarez-Esteban, Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán
2012 J jnl
Letter to the editor.
J. Multivar. Anal.
Juan Antonio Cuesta-Albertos, Eustasio del Barrio, Ricardo Fraiman, Carlos Matrán
2010 J jnl
Assessing when a sample is mostly normal.
Comput. Stat. Data Anal.
Pedro C. Álvarez-Esteban, Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán
2007 J jnl
The random projection method in goodness of fit for functional data.
Comput. Stat. Data Anal.
Juan Antonio Cuesta-Albertos, Eustasio del Barrio, Ricardo Fraiman, Carlos Matrán