Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification

Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil. Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 12739-12750, 2019. [doi]

Abstract

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