Machine learning has become more important in real-life decision-making but people are concerned about the ethical problems it may bring when used improperly. Recent work brings the discussion of mach
Machine learning software can be unfair when making human-related decisions, having prejudices over certain groups of people. Existing work primarily focuses on proposing fairness metrics and presenti
Preprocessed version available from https://fairlearn.org/v0.10/api_reference/generated/fairlearn.datasets.fetch_diabetes_hospital.html, downloaded using this fairlearn functionality on the above link
Does Multiple Criteria Decision Aiding (MCDA) improve the process of evaluating Machine Learning (ML) algorithms, when critical criteria of fairness are concurrently considered, b
