Magali Legast

According to our database, Magali Legast authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

No evaluation without fair representation : Impact of label and selection bias on the evaluation, performance and mitigation of classification models.

Magali Legast, Toon Calders, François Fouss

CoRR, March, 2026

2025

Influence of Label and Selection Bias on Fairness Interventions.

Magali Legast, Toon Calders, François Fouss

Proceedings of the European Workshop on Algorithmic Fairness, 2025

2024

Exploration of Potential New Benchmark for Fairness Evaluation in Europe.

Magali Legast, Lisa Koutsoviti Koumeri, Yasaman Yousefi, Axel Legay

Proceedings of the 3rd European Workshop on Algorithmic Fairness, 2024

2023

Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity.

Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer

CoRR, 2023

Assistance in the management of rule sets for rule-based expert systems (S).

Magali Legast, Axel Legay

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study.

Yasaman Yousefi, Lisa Koutsoviti Koumeri, Magali Legast, Christoph Schommer, Koen Vanhoof, Axel Legay

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination.

Magali Legast, Yasaman Yousefi, Lisa Koutsoviti Koumeri, Axel Legay, Christoph Schommer, Koen Vanhoof

Proceedings of the Conférence Nationale en Intelligence Artificielle, 2023