note is to share some thoughts about group fairness concepts in the light of insurance pricing and to discuss their … fairness axioms for non-discriminatory insurance pricing …Indirect discrimination is an issue of major concern in algorithmic models. This is particularly the case in insurance …

impact of various fairness and accountability regulations on both consumer welfare and firm profit. General insurance pricing … pricing alone cannot achieve individual-level fairness (such as the EU gender-neutral insurance pricing) unless we combine the …While the fairness and accountability in machine learning tasks have attracted attention from practitioners, regulators …

discrimination definitions and fairness criteria originating from legal, insurance, and machine learning areas. In particular, we … Data, a growing concern is that insurance companies can use proxies or develop more complex and opaque algorithms to … indirect discrimination can be tolerated without restrictions. This paper aims to establish the linkage among various insurance …

This paper studies the stochastic modeling of market drawdown events and the fair valuation of insurance contracts … asset value. We first consider a vanilla insurance contract whereby the protection buyer pays a constant premium over time … of the drawdown time, which will serve as the building block for drawdown insurance with early cancellation or drawup …