Zachary C. Lipton, Julian McAuley, Alexandra Chouldechova. Does mitigating ML's impact disparity require treatment disparity?. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 8136-8146, 2018. [doi]
Abstract is missing.