Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization

no code implementations • 5 Nov 2021 • Bhanu Jain, Manfred Huber, Ramez Elmasri

We introduce a family of fairness enhancing regularization components that we use in conjunction with the traditional binary-cross-entropy based accuracy loss.

Fairness