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Mitigating Bias: Model Pruning for Enhanced Model Fairness and Efficiency

Harsh Kasyap, Ugur-Ilker Atmaca, Michela Iezzi, Toby Walsh, Carsten Maple. Mitigating Bias: Model Pruning for Enhanced Model Fairness and Efficiency. In Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto José Bugarín Diz, Jose Maria Alonso-Moral, Senén Barro, Fredrik Heintz, editors, ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024). Volume 392 of Frontiers in Artificial Intelligence and Applications, pages 995-1002, IOS Press, 2024. [doi]

Authors

Harsh Kasyap

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Ugur-Ilker Atmaca

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Michela Iezzi

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Toby Walsh

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Carsten Maple

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