Abstract
Recent studies have shown that algorithmic decision-making can be inherently prone to injustice. In fact, the increasing use of machine learning (ML) algorithms for decision-making in various fields has highlighted the problem of unintentionally replicating historical discrimination embedded in data related to sensitive attributes such as gender, race, skin color, and nationality. Althoug…