Adult

The 'ADULT' dataset is a benchmark that contains demographic information used to evaluate fairness in machine learning models, particularly in relation to sensitive attributes such as gender and race.

Papers using Adult (3)

Federated Learning Meets Fairness and Differential Privacy2021 · 20 citesEnforcing fairness in private federated learning via the modified method of differential multipliers2021 · 18 citesDemystifying Local and Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition2023 · 4 cites