4 citations · 13 across the 7 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018★ 4 cited
From Soft Classifiers to Hard Decisions: How fair can we be?
Ran Canetti, Aloni Cohen, Nishanth Dikkala +3
A popular methodology for building binary decision-making classifiers in the presence of imperfect information is to first construct a non-binary "scoring" classifier that is calib…
cs.LG2018★ 1 cited
Equalizing Financial Impact in Supervised Learning
Govind Ramnarayan
Notions of "fair classification" that have arisen in computer science generally revolve around equalizing certain statistics across protected groups. This approach has been critici…