Probabilistic Shapley Value Modeling and Inference

Mert Ketenci, Iñigo Urteaga, Victor Alfonso Rodriguez +2

We propose probabilistic Shapley inference (PSI), a novel probabilistic framework to model and infer sufficient statistics of feature attributions in flexible predictive models, vi…