Lisa Koutsoviti Koumeri

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Feature Importance

Top Venues

Publications

Magali Legast, Yasaman Yousefi, Lisa Koutsoviti Koumeri, Axel Legay, Christoph Schommer, Koen Vanhoof
Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination. CNIA (2023)
Yasaman Yousefi, Lisa Koutsoviti Koumeri, Magali Legast, Christoph Schommer, Koen Vanhoof, Axel Legay
Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study. EWAF (2023)
Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer
Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity. CoRR (2023)
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. CoRR (2023)
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
Modeling implicit bias with fuzzy cognitive maps. Neurocomputing 481 (2022)
Gonzalo Nápoles, Lisa Koutsoviti Koumeri
A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets. Pattern Recognit. Lett. 154 (2022)
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa
Modeling Implicit Bias with Fuzzy Cognitive Maps. CoRR (2021)
Lisa Koutsoviti Koumeri, Gonzalo Nápoles
Bias Quantification for Protected Features in Pattern Classification Problems. CIARP (2021)
Gonzalo Nápoles, Lisa Koutsoviti Koumeri
A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets. CoRR (2021)