Bart Knijnenburg

Towards Fairness with Limited Demographics via Disentangled Learning

Fairness in artificial intelligence has garnered increasing attention due to concerns about discriminatory AI-based decision-making, prompting the development of numerous mitigation approaches. However, most existing methods assume that demographic information is readily available, which may not ali