Zi-Xiao Quan

Fairness‐aware insurance pricing: A multi‐objective optimization approach

Machine‐learning models can provide accurate predictions in insurance pricing, but can also increase disparities between protected groups. Existing fairness‐aware pricing approaches typically target one fairness notion at a time, making it difficult to compare trade‐offs between predictive accuracy, group fairness, i...