Tracking Machine Learning Bias Creep in Traditional and Online Lending Systems with Covariance Analysis

Ángel Pavón Pérez, Miriam Fernández, Hasan Al-Madfai, Grégoire Burel, Harith Alani. Tracking Machine Learning Bias Creep in Traditional and Online Lending Systems with Covariance Analysis. In Proceedings of the 15th ACM Web Science Conference 2023, WebSci 2023, Austin, TX, USA, 30 April 2023 - 1 May 2023. pages 184-195, ACM, 2023. [doi]

Authors

Ángel Pavón Pérez

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Miriam Fernández

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Hasan Al-Madfai

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Grégoire Burel

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Harith Alani

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