Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?

Ruoxi Jia, Fan Wu 0011, Xuehui Sun, Jiacen Xu, David Dao, Bhavya Kailkhura, Ce Zhang 0001, Bo Li 0026, Dawn Song. Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021. pages 8239-8247, Computer Vision Foundation / IEEE, 2021. [doi]

Abstract

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