Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification

Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris. Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification. In Pierre-Antoine Champin, Fabien L. Gandon, Mounia Lalmas, Panagiotis G. Ipeirotis, editors, Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018. pages 853-862, ACM, 2018. [doi]

Abstract

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