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Auditing for Spatial Fairness
Similar to established notions of algorithmic fairness, we define spatial fairness as the statistical independence of outcomes from location.
FairER: Entity Resolution with Fairness Constraints
One of the most critical tasks for improving data quality and increasing the reliability of data analytics is Entity Resolution (ER), which aims to identify different descriptions that refer to the same real-world entity.
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