SHAP-XRT: The Shapley Value Meets Conditional Independence Testing

Jacopo Teneggi, Beepul Bharti, Yaniv Romano +1

The complex nature of artificial neural networks raises concerns on their reliability, trustworthiness, and fairness in real-world scenarios. The Shapley value -- a solution concep…