Counterfactual Fairness through Transforming Data Orthogonal to Bias

Shuyi Chen, Shixiang Zhu

Machine learning models have shown exceptional prowess in solving complex issues across various domains. However, these models can sometimes exhibit biased decision-making, resulti…