A european case study
Wan, Charles, Leid Zejnilović, Susana Lavado · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 2023
We formalize a notion of differential robustness. An algorithm is differentially robust to an event if the event has disparate impact on the performance of an algorithm for different groups in the population. We illustrate it with a case study of the real world deployment of a predictive algorithm in a European public employment service.