The cost of fairness in binary classification.Download PDFOpen Website

2018 (modified: 09 Nov 2022)FAT2018Readers: Everyone
Abstract: Binary classifiers are often required to possess fairness in the sense of not overly discriminating with respect to a feature deemed sensitive e.g. race. We study the inherent tradeoffs in learning...
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