Linwei Hu

Computing SHAP Efficiently Using Model Structure Information

2023 · arXiv (Cornell University)

SHAP (SHapley Additive exPlanations) has become a popular method to attribute the prediction of a machine learning model on an input to its features. One main challenge of SHAP is the computation time. An exact …