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    Chapter and Conference Paper

    LUCID–GAN: Conditional Generative Models to Locate Unfairness

    Most group fairness notions detect unethical biases by computing statistical parity metrics on a model’s output. However, this approach suffers from several shortcomings, such as philosophical disagreement, mu...

    Andres Algaba, Carmen Mazijn, Carina Prunkl in Explainable Artificial Intelligence (2023)