A Unified Approach to Interpreting Model Predictions, Scott M. Lundberg, Su-In Lee, 2017Advances in Neural Information Processing Systems, Vol. 30 (Curran Associates, Inc.)DOI: 10.5555/3295222.3295328 - Original research introducing SHAP, KernelSHAP, and TreeSHAP, unifying model explanation methods based on Shapley values.
SHAP (SHapley Additive exPlanations) Documentation, Scott Lundberg and SHAP Contributors, 2024 - Provides practical guidance and API reference for implementing SHAP, including KernelSHAP, with code examples.