Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements

    AIES, Volume abs/1901.04562, 2019.

    Cited by: 1|Bibtex|Views15|Links
    EI

    Abstract:

    As more researchers have become aware of and passionate about algorithmic fairness, there has been an explosion in papers laying out new metrics, suggesting algorithms to address issues, and calling attention to issues in existing applications of machine learning. This research has greatly expanded our understanding of the concerns and ch...More

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