Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features

Yi Zhang, Jitao Sang, Junyang Wang +2

Machine learning models often learn to make predictions that rely on sensitive social attributes like gender and race, which poses significant fairness risks, especially in societa…