Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making

Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter. Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making. In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023. pages 3747-3754, IEEE, 2023. [doi]

Abstract

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