Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges

Rachael Hwee Ling Sim, Xinyi Xu, Bryan Kian Hsiang Low. Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges. In Luc De Raedt, editor, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. pages 5607-5614, ijcai.org, 2022. [doi]

Abstract

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