Exploring the inequitable impact of data missingness on fairness in machine learning
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Today, data-driven models and artificial intelligence / machine learning underlie decision making in almost all aspects of society. However, significant concerns have been raised over the fairness of such models. While various aspects of algorithmic fairness h... ...