Statistical Inference and Learning for Shapley Additive Explanations (SHAP)

Justin Whitehouse, Ayush Sawarni, Vasilis Syrgkanis

The SHAP (short for Shapley additive explanation) framework has become an essential tool for attributing importance to variables in predictive tasks. In model-agnostic settings, SH…