Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy

Philipp Benz, Chaoning Zhang, Adil Karjauv, In-So Kweon. Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy. In Luca Bertinetto, João F. Henriques, Samuel Albanie, Michela Paganini, Gül Varol, editors, NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 11 December 2020, Virtual Event. Volume 148 of Proceedings of Machine Learning Research, pages 325-342, PMLR, 2020. [doi]

Abstract

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