Score-based Integrated Gradient for Root Cause Explanations of Outliers

Phuoc Nguyen, Truyen Tran, Sunil Gupta +1

Identifying the root causes of outliers is a fundamental problem in causal inference and anomaly detection. Traditional approaches based on heuristics or counterfactual reasoning o…