3 citations · 4 across the 3 of their papers we have counts for
3 papers
Conditional expectation network for SHAP
Ronald Richman, Mario V. Wüthrich
A very popular model-agnostic technique for explaining predictive models is the SHapley Additive exPlanation (SHAP). The two most popular versions of SHAP are a conditional expecta…
A Discussion of Discrimination and Fairness in Insurance Pricing
Mathias Lindholm, Ronald Richman, Andreas Tsanakas +1
Indirect discrimination is an issue of major concern in algorithmic models. This is particularly the case in insurance pricing where protected policyholder characteristics are not…
A multi-task network approach for calculating discrimination-free insurance prices
Mathias Lindholm, Ronald Richman, Andreas Tsanakas +1
In applications of predictive modeling, such as insurance pricing, indirect or proxy discrimination is an issue of major concern. Namely, there exists the possibility that protecte…