Alan Turing Institute - Assessing and mitigating bias and discrimination in AI: Beyond binary classification

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Alan Turing Institute: A guide to evaluating and mitigating bias in AI systems, going beyond binary classification tasks. Artificial Intelligence is widely used in sensitive domains such as healthcare, insurance, recruitment and credit scoring. In these cases, it is imperative that algorithms work fairly for all target users, without discriminating certain groups over o

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