Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking

Zichong Wang, Yang Zhou, David Lo +1

The increasing use of Machine Learning (ML) software can lead to unfair and unethical decisions, thus fairness bugs in software are becoming a growing concern. Addressing these fai…