Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing

Kurt Butler, Guanchao Feng, Petar Djuric

Feature attributions are post-training analysis methods that assess how various input features of a machine learning model contribute to an output prediction. Their interpretation…