Feb, 2024
QUCE:基于路径的生成反事实解释不确定性的最小化和量化
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations
Jamie Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan
TL;DR我们介绍了 Quantified Uncertainty Counterfactual Explanations (QUCE) 方法,以减轻路径不确定性,不仅在提供解释时量化不确定性,而且生成更加确定的反事实例子。