1. Ethics guidelines for trustworthy AI
2. Protected attributes and ‘fairness through unawareness
3. Equality of opportunity in supervised learning;Hardt;Advances in neural information processing systems,2016
4. Survey on causal-based machine learning fairness notions;Makhlouf,2022
5. Detecting and mitigating algorithmic bias in binary classification using causal modeling;Hui