TLDR AI · ENGINEERING & RESOURCES

ACHIEVING FAIRNESS WITH A NEW POST-PROCESSING ALGORITHM

arxiv.org36 min read

Summary from the TLDR AI newsletter

This new post-processing algorithm addresses model bias by applying a "fairness cost" to recalibrate output scores, ensuring compliance with various group fairness criteria such as statistical parity, equal opportunity, and equalized odds.