High-dimensional reliability-oriented Shapley effect estimation with Normalizing Flows

Lucas Monteiro, Jérôme Morio, Julien Demange-Chryst +1

This article presents a new estimation scheme for the reliability-oriented Shapley effects when there is a large number of correlated input variables in the model, using a unique s…