On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback

Matthew Faw, Constantine Caramanis, Jessica Hoffmann

Unconscious bias has been shown to influence how we assess our peers, with consequences for hiring, promotions and admissions. In this work, we focus on affinity bias, the componen…