Tag: Output Metrics
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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…