We introduce a fairness criterion that we call Spanning. Spanning i) is implied by
Calibration, ii) retains interesting properties of Calibration that some other ways of relaxing …

I consider statistical criteria of algorithmic fairness from the perspective of the ideals of
fairness to which these criteria are committed. I distinguish and describe three theoretical …

Spanning and Spacing: Commentary on ‘New Possibilities for Fair Algorithms’ | Philosophy &
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In our “New Possibilities for Fair Algorithms,” the key to avoiding the famous impossibility
result for Calibration and Equalized Odds (Kleinberg et al., 2017) is to replace Calibration …