Fair Selective Classification via Sufficiency
Yuheng Bu * 1 Joshua Ka-Wing Lee * 1 Subhro Das 2 Rameswar Panda 2 Deepta Rajan 2 Prasanna Sattigeri 2
Gregory Wornell 1
Abstract The field of fair machine learning is rich with both problems
and proposed solutions, aiming to provide unbiased decision
Selective classification is a powerful tool for systems for various applications. A number of different
dec ...


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