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2020 – today
- 2024
[j1]Christophe Denis, Romuald Elie, Mohamed Hebiri, François Hu:
Fairness guarantees in multi-class classification with demographic parity. J. Mach. Learn. Res. 25: 130:1-130:46 (2024)- [c2]François Hu, Philipp Ratz, Arthur Charpentier:
A Sequentially Fair Mechanism for Multiple Sensitive Attributes. AAAI 2024: 12502-12510 - [i9]Agathe Fernandes Machado, François Hu, Philipp Ratz, Ewen Gallic, Arthur Charpentier:
Geospatial Disparities: A Case Study on Real Estate Prices in Paris. CoRR abs/2401.16197 (2024) - [i8]Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu:
From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration. CoRR abs/2402.07790 (2024) - [i7]Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu:
Probabilistic Scores of Classifiers, Calibration is not Enough. CoRR abs/2408.03421 (2024) - 2023
- [c1]François Hu
, Philipp Ratz, Arthur Charpentier:
Fairness in Multi-Task Learning via Wasserstein Barycenters. ECML/PKDD (2) 2023: 295-312 - [i6]François Hu, Philipp Ratz, Arthur Charpentier:
Fairness in Multi-Task Learning via Wasserstein Barycenters. CoRR abs/2306.10155 (2023) - [i5]Arthur Charpentier, François Hu, Philipp Ratz:
Mitigating Discrimination in Insurance with Wasserstein Barycenters. CoRR abs/2306.12912 (2023) - [i4]Philipp Ratz, François Hu, Arthur Charpentier:
Addressing Fairness and Explainability in Image Classification Using Optimal Transport. CoRR abs/2308.11090 (2023) - [i3]François Hu, Philipp Ratz, Arthur Charpentier:
A Sequentially Fair Mechanism for Multiple Sensitive Attributes. CoRR abs/2309.06627 (2023) - [i2]François Hu, Philipp Ratz, Arthur Charpentier:
Parametric Fairness with Statistical Guarantees. CoRR abs/2310.20508 (2023) - 2021
- [i1]Romuald Elie, Caroline Hillairet, François Hu, Marc Juillard:
An overview of active learning methods for insurance with fairness appreciation. CoRR abs/2112.09466 (2021)
Coauthor Index
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