Fairness for the People, by the People: Minority Collective Action

Omri Ben-Dov, Samira Samadi, Amartya Sanyal +1

Machine learning models often preserve biases present in training data, leading to unfair treatment of certain minority groups. Despite an array of existing firm-side bias mitigati…