How I Would have been Differently Treated. Discrimination Through the Lens of Counterfactual Fairness
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The widespread use of algorithms for prediction-based decisions urges us to consider the question of what it means for a given act or practice to be discriminatory. Building upon work by Kusner and colleagues in the field of machine learning, we propose a coun... ...
