Discrimination-free Insurance Pricing with Privatized Sensitive Attributes

Tianhe Zhang, Suhan Liu, Peng Shi

Fairness has become an important concern in insurance pricing as insurers increasingly rely on machine learning models to predict expected losses. At the same time, regulatory and…