SIM-Shapley: A Stable and Computationally Efficient Approach to Shapley Value Approximation

Wangxuan Fan, Siqi Li, Doudou Zhou +4

Explainable artificial intelligence (XAI) is essential for trustworthy machine learning (ML), particularly in high-stakes domains such as healthcare and finance. Shapley value (SV)…