Publications en collaboration avec des chercheurs de Paul Sabatier University (4)

2022

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

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

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

2020

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

    BMC Bioinformatics, Vol. 21, Núm. 1

2019

  1. Obtaining fairness using optimal transport theory

    36th International Conference on Machine Learning, ICML 2019