2 papers
stat.ME2024
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…
cs.CR2023
Incompatibilities Between Current Practices in Statistical Data Analysis and Differential Privacy
Joshua Snoke, Claire McKay Bowen, Aaron R. Williams +1
The authors discuss their experience applying differential privacy with a complex data set with the goal of enabling standard approaches to statistical data analysis. They highligh…