First-Order Efficiency for Probabilistic Value Estimation via A Statistical Viewpoint
arXiv:2605.02827v1 Announce Type: new
Abstract: Probabilistic values, including Shapley values and semivalues, provide a model-agnostic framework to attribute the behavior of a black-box model to data points or features, with a wide range of applicati…