Perceptions of the Fairness Impacts of Multiplicity in Machine Learning

Anna P. Meyer, Yea-Seul Kim, Aws Albarghouthi +1

Machine learning (ML) is increasingly used in high-stakes settings, yet multiplicity - the existence of multiple good models - means that some predictions are essentially arbitrary…