Picture for Lisa Koutsoviti Koumeri

Lisa Koutsoviti Koumeri

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

Add code
Jun 14, 2023
Viaarxiv icon

Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps

Add code
May 17, 2023
Viaarxiv icon

Modeling Implicit Bias with Fuzzy Cognitive Maps

Add code
Jan 13, 2022
Figure 1 for Modeling Implicit Bias with Fuzzy Cognitive Maps
Figure 2 for Modeling Implicit Bias with Fuzzy Cognitive Maps
Figure 3 for Modeling Implicit Bias with Fuzzy Cognitive Maps
Figure 4 for Modeling Implicit Bias with Fuzzy Cognitive Maps
Viaarxiv icon

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

Add code
Aug 20, 2021
Figure 1 for A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets
Figure 2 for A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets
Figure 3 for A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets
Figure 4 for A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets
Viaarxiv icon