Variance reduced Shapley value estimation for trustworthy data valuation

no code implementations • 30 Oct 2022 • Mengmeng Wu, Ruoxi Jia, Changle lin, Wei Huang, Xiangyu Chang

Data valuation, especially quantifying data value in algorithmic prediction and decision-making, is a fundamental problem in data trading scenarios.

Data Valuation Decision Making