Tag: Statistics
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LUCID: Exposing Algorithmic Bias through Inverse Design
Decision-Making, Equality of Outcomes, Equality of Treatment, Locating Unfairness through Canonical Inverse Design, LUCID, Output Metrics, StatisticsAuthor: Carmen Mazijn, Carina Prunkl, Andres Algaba; Publisher: Institute for Ethics in AI, Oxford University; Publication Year: 2022. The following paper discusses how artificial intelligence systems can generate, propagate, support, and automate bias in decision-making…
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An Evaluation of the Job Landscape and Trends in AI Ethics
Artificial Intelligence, Demographic Bias, Geographic Bias, Job Landscape, Private Sector, StatisticsAuthor: Quentin J Louis, Joshua Walker, Katherine Lai, Victoria Matthews, Kitty Atwood, Susanna Raja, Ayomikun Bolaji; Publisher: Data Ethics 4 All; Publication Year: 2022. The following resource is an in-depth evaluation with three recommendations including…