On Formalizing Fairness in Prediction with Machine Learning

9 Oct 2017Pratik GajaneMykola Pechenizkiy

Machine learning algorithms for prediction are increasingly being used in critical decisions affecting human lives. Various fairness formalizations, with no firm consensus yet, are employed to prevent such algorithms from systematically discriminating against people based on certain attributes protected by law... (read more)

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