Explanations as Bias Detectors: A Critical Study of Local Post-hoc XAI Methods for Fairness Exploration

Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura +2

As Artificial Intelligence (AI) is increasingly used in areas that significantly impact human lives, concerns about fairness and transparency have grown, especially regarding their…