Unbiased Model Prediction Without Using Protected Attribute Information

Puspita Majumdar, Surbhi Mittal, Saheb Chhabra +2

The problem of bias persists in the deep learning community as models continue to provide disparate performance across different demographic subgroups. Therefore, several algorithm…