Reference
Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges, Rachael Hwee Ling Sim, Xinyi Xu, Bryan Kian Hsiang Low. (2022)

Abstract

Electronic proceedings of IJCAI 2022

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Data valuation

Attributions of value to training samples can be used to examine data, improve data acquisition, debug and improve models or compensate data …

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