Amortized Linear-time Exact Shapley Value for Product-Kernel Methods

arXiv:2505.16516v3 Announce Type: replace-cross Abstract: Kernel methods are widely used in machine learning and statistics for their flexibility and expressive power, yet their black-box nature limits adoption in high-stakes applications. Shapley value-based attribution methods such as SHAP, and...