arXiv (OAI Expanded)
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Unfair Utilities and First Steps Towards Improving Them
Many fairness criteria constrain the policy or choice of predictors, which can have unwanted consequences, in particular, when optimizing the policy under such constraints. Here, we in- stead suggest that fairness can be directly analyzed as a property of the utility function. Instead of imposing fa
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