Individual Fairness in Bayesian Neural Networks

Alice Doherty, Matthew Wicker, Luca Laurenti +1

We study Individual Fairness (IF) for Bayesian neural networks (BNNs). Specifically, we consider the $\epsilon$-$\delta$-individual fairness notion, which requires that, for any pair of input…