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Oral
Fri Jul 13th 09:30 -- 09:50 AM @ A6
A Reductions Approach to Fair Classification
Alekh Agarwal · Alina Beygelzimer · Miroslav Dudik · John Langford · Hanna Wallach
Oral
Fri Jul 13th 09:50 -- 10:10 AM @ A6
Probably Approximately Metric-Fair Learning
Gal Yona · Guy Rothblum
Oral
Fri Jul 13th 10:10 -- 10:20 AM @ A6
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
Michael Kearns · Seth V Neel · Aaron Roth · Zhiwei Wu
Oral
Fri Jul 13th 10:20 -- 10:30 AM @ A6
Blind Justice: Fairness with Encrypted Sensitive Attributes
Niki Kilbertus · Adria Gascon · Matt Kusner · Michael Veale · Krishna Gummadi · Adrian Weller