Variance reduced Shapley value estimation for trustworthy data valuation

Mengmeng Wu, Ruoxi Jia, Changle Lin +2

Data valuation, especially quantifying data value in algorithmic prediction and decision-making, is a fundamental problem in data trading scenarios. The most widely used method is…