9 citations · 9 across the 4 of their papers we have counts for
3 papers · 1 filter
De-Biasing the Bias: Methods for Improving Disparity Assessments with Noisy Group Measurements
Solvejg Wastvedt, Joshua Snoke, Denis Agniel +3
Health care decisions are increasingly informed by clinical decision support algorithms, but these algorithms may perpetuate or increase racial and ethnic disparities in access to…
Counterfactual fairness for small subgroups
Solvejg Wastvedt, Jared D Huling, Julian Wolfson
While methods for measuring and correcting differential performance in risk prediction models have proliferated in recent years, most existing techniques can only be used to assess…
An intersectional framework for counterfactual fairness in risk prediction
Solvejg Wastvedt, Jared Huling, Julian Wolfson
Along with the increasing availability of health data has come the rise of data-driven models to inform decision-making and policy. These models have the potential to benefit both…