Balancing the Scales: Reinforcement Learning for Fair Classification

Leon Eshuijs, Shihan Wang, Antske Fokkens

Fairness in classification tasks has traditionally focused on bias removal from neural representations, but recent trends favor algorithmic methods that embed fairness into the tra…