Marlotte Pannekoek

Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks

2021 · arXiv (Cornell University)

To enable an ethical and legal use of machine learning algorithms, they must both be fair and protect the privacy of those whose data are being used. However, implementing privacy and fairness constraints might come …