Xuran Li

New metric RIF assesses model fairness and accuracy under perturbations

Researchers have introduced Robust Individual Fairness (RIF), a new metric for evaluating deep neural networks. RIF assesses whether predictions remain accurate and fair even when subjected to semantic-preserving pertur…