2024
FairRR: Pre-Processing for Group Fairness through Randomized Response
AISTATS 2024poster
The increasing usage of machine learning models in consequential decision-making processes has spurred research into the fairness of these systems. While significant work has been done to study group fairness in the in-processing and post-processing setting, there has been little that theoretically…