Publicaciones (46) Publicaciones de EUSTASIO DEL BARRIO TELLADO

2024

  1. Central limit theorems for semi-discrete Wasserstein distances

    Bernoulli, Vol. 30, Núm. 1, pp. 554-580

2023

  1. Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering

    Advances in Data Analysis and Classification, Vol. 17, Núm. 4, pp. 859-896

2022

  1. A Survey of Bias in Machine Learning Through the Prism of Statistical Parity

    American Statistician, Vol. 76, Núm. 2, pp. 188-198

  2. The complex behaviour of Galton rank-order statistic

    Bernoulli, Vol. 28, Núm. 4, pp. 2123-2150

2021

  1. Achieving robustness in classification using optimal transport with hinge regularization

    Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

  2. Distribution and quantile functions, ranks and signs in dimension d: A measure transportation approach

    Annals of Statistics, Vol. 49, Núm. 2, pp. 1139-1165

  3. Predicting COVID-19 progression from diagnosis to recovery or death linking primary care and hospital records in Castilla y León (Spain)

    PLoS ONE, Vol. 16, Núm. 9 September

2020

  1. A note on the regularity of optimal-transport-based center-outward distribution and quantile functions

    Journal of Multivariate Analysis, Vol. 180

  2. Box-Constrained Monotone Approximations to Lipschitz Regularizations, with Applications to Robust Testing

    Journal of Optimization Theory and Applications, Vol. 187, Núm. 1, pp. 65-87

  3. Center-outward quantiles and the measurement of multivariate risk

    Insurance: Mathematics and Economics, Vol. 95, pp. 79-100

  4. On approximate validation of models: a Kolmogorov–Smirnov-based approach

    Test, Vol. 29, Núm. 4, pp. 938-965

  5. optimalFlow: optimal transport approach to flow cytometry gating and population matching

    BMC Bioinformatics, Vol. 21, Núm. 1

2019

  1. Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions

    Journal of Multivariate Analysis, Vol. 169, pp. 341-362

  2. Central limit theorems for empirical transportation cost in general dimension

    Annals of Probability, Vol. 47, Núm. 2, pp. 926-951

  3. Obtaining fairness using optimal transport theory

    36th International Conference on Machine Learning, ICML 2019

  4. Robust clustering tools based on optimal transportation

    Statistics and Computing, Vol. 29, Núm. 1, pp. 139-160

2018

  1. An Optimal Transportation Approach for Assessing Almost Stochastic Order

    Studies in Systems, Decision and Control (Springer International Publishing), pp. 33-44

  2. Wide consensus aggregation in the Wasserstein space. Application to location-scatter families

    Bernoulli, Vol. 24, Núm. 4A, pp. 2429-2460

2017

  1. Models for the assessment of treatment improvement: The ideal and the feasible

    Statistical Science, Vol. 32, Núm. 3, pp. 469-485

2016

  1. A contamination model for the stochastic order

    Test, Vol. 25, Núm. 4, pp. 751-774