Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy

Songjie Xie, Youlong Wu, Jiaxuan Li +2

As machine learning (ML) becomes more prevalent in human-centric applications, there is a growing emphasis on algorithmic fairness and privacy protection. While previous research h…