Efficient Computation and Analysis of Distributional Shapley Values, Yongchan Kwon, Manuel A. Rivas, James Zou. Proceedings of the 24th International Conference on Artificial Intelligence and Statistics(2021)


Distributional data Shapley value (DShapley) has recently been proposed as a principled framework to quantify the contribution of individual datum in machine learning. DShapley develops the founda...