Artificial Intelligence #feature attribution#directed acyclic graphs
New DAG-SHAP Method Improves Feature Attribution Using Edge Intervention in Directed Acyclic Graphs
Researchers introduce DAG-SHAP, a feature attribution method for directed acyclic graphs that uses edge intervention to address limitations of node-centric Shapley value approaches. The method captures both externality and exogenous influence, validated on real and synthetic datasets.
Jun 16, 2026 1 source