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Assessing Predictive Models for Fairness Based on Activity-Space Patterns

Lettich, Francesco et al.
arXiv (All) · Papers
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computers-and-societymachine-learning
Assessing the spatial fairness of predictive models involves establishing whether they are statistically penalizing (favoring) individuals associated with certain geographical locations. Literature on this topic makes the fundamental assumption that each individual is assigned to a single geographic
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