Downstream Fairness Caveats with Synthetic Healthcare Data

no code implementations • 9 Mar 2022 • Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett

In this paper, we evaluate the fairness of models generated on two healthcare datasets for gender and race biases.

Fairness Generative Adversarial Network