A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics

Roel Dobbe, Sarah Dean, Thomas Gilbert +1

Machine learning (ML) is increasingly deployed in real world contexts, supplying actionable insights and forming the basis of automated decision-making systems. While issues result…