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Comment
. 2020 Nov;20(11):18-20.
doi: 10.1080/15265161.2020.1820115.

It is Time for Bioethicists to Enter the Arena of Machine Learning Ethics

Michaela Hardt  1 , Marshall H Chin  2
Affiliations
Comment

It is Time for Bioethicists to Enter the Arena of Machine Learning Ethics

Michaela Hardt et al. Am J Bioeth. 2020 Nov.
No abstract available

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References

    1. Agarwal A, Beygelzimer A, Dudik M, Langford J, and Wallach H. 2018. A reductions approach to fair classification. Proceedings of Machine Learning Research 80:60–69.
    1. Char DS, Abràmoff MD, and Feudtner C. 2020. Identifying ethical considerations for machine learning healthcare applications. The American Journal of Bioethics 20 (11):7–17. doi: 10.1080/15265161.2020.1819469. - DOI - PMC - PubMed
    1. Fawcett T 2006. An introduction to ROC analysis. Pattern Recognition Letters 27 (8):861–874.
    1. Hardt M, Price E, and Srebro N. 2016. Equality of opportunity in supervised learning. Advances in Neural Information Processing Systems 29:3315–3323.
    1. Kleinberg J, and Mullainathan S. 2019. Simplicity creates inequity: Implications for fairness, stereotypes, and inter-pretability. Proceedings of the 2019 ACM Conference on Economics and Computation, 807–808.

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