Demographic Parity: Mitigating Biases in Real-World Data

Orestis Loukas, Ho-Ryun Chung

Computer-based decision systems are widely used to automate decisions in many aspects of everyday life, which include sensitive areas like hiring, loaning and even criminal sentenc…