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cs.LG2023
Matched Pair Calibration for Ranking Fairness
Hannah Korevaar, Chris McConnell, Edmund Tong +6
We propose a test of fairness in score-based ranking systems called matched pair calibration. Our approach constructs a set of matched item pairs with minimal confounding differenc…
stat.ME2023
Cumulative differences between paired samples
Isabel Kloumann, Hannah Korevaar, Chris McConnell +2
The simplest, most common paired samples consist of observations from two populations, with each observed response from one population corresponding to an observed response from th…