267 citations · 710 across the 27 of their papers we have counts for
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stat.ML2014★ 19 cited
Certifying and removing disparate impact
Michael Feldman, Sorelle Friedler, John Moeller +2
What does it mean for an algorithm to be biased? In U.S. law, unintentional bias is encoded via disparate impact, which occurs when a selection process has widely different outcome…
cs.CG2014
Convex Hull for Probabilistic Points
F. Betul Atalay, Sorelle A. Friedler, Dianna Xu
We analyze the correctness of an O(n log n) time divide-and-conquer algorithm for the convex hull problem when each input point is a location determined by a normal distribution. W…