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2020 – today
- 2023
[j11]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): 859-896 (2023)- [j10]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): 639-669 (2023) - 2022
- [i8]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 abs/2204.09105 (2022) - 2021
- [c2]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: 505-514 - 2020
- [j9]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): 479 (2020) - [j8]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): 65-87 (2020) - [j7]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: 104671 (2020) - [i7]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 abs/2003.14263 (2020) - [i6]Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes:
Review of Mathematical frameworks for Fairness in Machine Learning. CoRR abs/2005.13755 (2020) - [i5]Eustasio del Barrio, Jean-Michel Loubes:
The statistical effect of entropic regularization in optimal transportation. CoRR abs/2006.05199 (2020) - [i4]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 abs/2006.06520 (2020)
2010 – 2019
- 2019
- [j6]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: 341-362 (2019) - [j5]Eustasio del Barrio, Juan Antonio Cuesta-Albertos, Carlos Matrán, Agustín Mayo-Íscar:
Robust clustering tools based on optimal transportation. Stat. Comput. 29(1): 139-160 (2019) - [c1]Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes:
Obtaining Fairness using Optimal Transport Theory. ICML 2019: 2357-2365 - [i3]Eustasio del Barrio, Hristo Inouzhe, Jean-Michel Loubes:
Attraction-Repulsion clustering with applications to fairness. CoRR abs/1904.05254 (2019) - [i2]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 abs/1907.08006 (2019) - 2018
- [i1]Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes:
Confidence Intervals for Testing Disparate Impact in Fair Learning. CoRR abs/1807.06362 (2018) - 2013
- [j4]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: 1-14 (2013) - 2012
- [j3]Juan Antonio Cuesta-Albertos, Eustasio del Barrio, Ricardo Fraiman, Carlos Matrán:
Letter to the editor. J. Multivar. Anal. 103(1): 161-162 (2012) - 2010
- [j2]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): 2914-2925 (2010)
2000 – 2009
- 2007
- [j1]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): 4814-4831 (2007)
Coauthor Index
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