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Fairness as a Program Property
October 19, 2016 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Aws Albarghouthi, Loris D'Antoni, Samuel Drews, Aditya Nori
arXiv ID
1610.06067
Category
cs.PL: Programming Languages
Cross-listed
cs.AI
Citations
15
Venue
arXiv.org
Last Checked
3 months ago
Abstract
We explore the following question: Is a decision-making program fair, for some useful definition of fairness? First, we describe how several algorithmic fairness questions can be phrased as program verification problems. Second, we discuss an automated verification technique for proving or disproving fairness of decision-making programs with respect to a probabilistic model of the population.
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