François Hu

19 papers A* 3Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint (Student Abstract).
AAAI
Bertille Tierny, Arthur Charpentier, François Hu
2026 A* conf
Decomposing Direct and Indirect Biases in Linear Models Under Demographic Parity Constraint.
AAAI
Bertille Tierny, Arthur Charpentier, François Hu
2026 J jnl
Fair regression under localized demographic parity constraints.
CoRR
Arthur Charpentier, Christophe Denis, Romuald Elie, Mohamed Hebiri, François Hu
2026 J jnl
Federated Measurement of Demographic Disparities from Quantile Sketches.
CoRR
Arthur Charpentier, Agathe Fernandes Machado, Olivier Côté, François Hu
2025 J jnl
Decomposing Direct and Indirect Biases in Linear Models under Demographic Parity Constraint.
CoRR
Bertille Tierny, Arthur Charpentier, François Hu
2025 J jnl
EquiPy: Sequential Fairness using Optimal Transport in Python.
CoRR
Agathe Fernandes Machado, Suzie Grondin, Philipp Ratz, Arthur Charpentier, François Hu
2024 A* conf
A Sequentially Fair Mechanism for Multiple Sensitive Attributes.
AAAI
François Hu, Philipp Ratz, Arthur Charpentier
2024 J jnl
Fairness guarantees in multi-class classification with demographic parity.
J. Mach. Learn. Res.
Christophe Denis, Romuald Elie, Mohamed Hebiri, François Hu
2024 J jnl
From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration.
CoRR
Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu
2024 J jnl
Geospatial Disparities: A Case Study on Real Estate Prices in Paris.
CoRR
Agathe Fernandes Machado, François Hu, Philipp Ratz, Ewen Gallic, Arthur Charpentier
2024 J jnl
Probabilistic Scores of Classifiers, Calibration is not Enough.
CoRR
Agathe Fernandes Machado, Arthur Charpentier, Emmanuel Flachaire, Ewen Gallic, François Hu
2023 J jnl
A Sequentially Fair Mechanism for Multiple Sensitive Attributes.
CoRR
François Hu, Philipp Ratz, Arthur Charpentier
2023 J jnl
Addressing Fairness and Explainability in Image Classification Using Optimal Transport.
CoRR
Philipp Ratz, François Hu, Arthur Charpentier
2023 — conf
Fairness in Multi-Task Learning via Wasserstein Barycenters.
ECML/PKDD (2)
François Hu, Philipp Ratz, Arthur Charpentier
2023 J jnl
Fairness in Multi-Task Learning via Wasserstein Barycenters.
CoRR
François Hu, Philipp Ratz, Arthur Charpentier
2023 — conf
Mitigating Discrimination in Insurance with Wasserstein Barycenters.
PKDD/ECML Workshops (1)
Arthur Charpentier, François Hu, Philipp Ratz
2023 J jnl
Mitigating Discrimination in Insurance with Wasserstein Barycenters.
CoRR
Arthur Charpentier, François Hu, Philipp Ratz
2023 J jnl
Parametric Fairness with Statistical Guarantees.
CoRR
François Hu, Philipp Ratz, Arthur Charpentier
2021 J jnl
An overview of active learning methods for insurance with fairness appreciation.
CoRR
Romuald Elie, Caroline Hillairet, François Hu, Marc Juillard