Lisa Koutsoviti Koumeri

According to our database, Lisa Koutsoviti Koumeri authored at least 7 papers between 2021 and 2023.

Collaborative distances:

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

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

Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps.

Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof

CoRR, 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

2022

A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets.

Gonzalo Nápoles, Lisa Koutsoviti Koumeri

Pattern Recognit. Lett., 2022

Modeling implicit bias with fuzzy cognitive maps.

Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa

Neurocomputing, 2022

2021

Bias Quantification for Protected Features in Pattern Classification Problems.

Lisa Koutsoviti Koumeri, Gonzalo Nápoles

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021