A Taxonomy of Challenges to Curating Fair Datasets

Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone Theodore Alexander Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang. A Taxonomy of Challenges to Curating Fair Datasets. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

Authors

Dora Zhao

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Morgan Klaus Scheuerman

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Pooja Chitre

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Jerone Theodore Alexander Andrews

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Georgia Panagiotidou

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Shawn Walker

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Kathleen H. Pine

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Alice Xiang

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