Disparate Impact in Differential Privacy from Gradient Misalignment

1 code implementation • 15 Jun 2022 • Maria S. Esipova, Atiyeh Ashari Ghomi, Yaqiao Luo, Jesse C. Cresswell

As machine learning becomes more widespread throughout society, aspects including data privacy and fairness must be carefully considered, and are crucial for deployment in highly regulated industries.

Fairness