Improving Fairness in Image Classification via Sketching

Ruichen Yao, Ziteng Cui, Xiaoxiao Li +1

Fairness is a fundamental requirement for trustworthy and human-centered Artificial Intelligence (AI) system. However, deep neural networks (DNNs) tend to make unfair predictions w…