Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets

Woojin Kim, Hyeoncheol Kim

As machine learning models are increasingly used in educational settings, from detecting at-risk students to predicting student performance, algorithmic bias and its potential impa…