Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning

Megha Srivastava, Hoda Heidari, Andreas Krause. Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning. In Ankur Teredesai, Vipin Kumar, Ying Li, RĂ³mer Rosales, Evimaria Terzi, George Karypis, editors, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2019, Anchorage, AK, USA, August 4-8, 2019. pages 2459-2468, ACM, 2019. [doi]

Authors

Megha Srivastava

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Hoda Heidari

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Andreas Krause

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