Data Shapley: Equitable Valuation of Data for Machine Learning

Amirata Ghorbani, James Y. Zou

Abstract: As data becomes the fuel driving technological and economic growth, a fundamental challenge is how to quantify the value of data in algorithmic predictions and decisions. For example, in healthcare...