TLDR AI · ENGINEERING & RESOURCES
ACHIEVING FAIRNESS WITH A NEW POST-PROCESSING ALGORITHM
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.