Browsing by Subject "Fairness Though Unawareness"
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Fairness in machine learning : an empirical experiment about protected features and their implications
(2022) [Work completion of graduation]Increasingly, machine learning models perform high-stakes decisions in almost any do main. These models and the datasets - they are trained on– may be prone to exacerbating social disparities due to unmitigated fairness ...