ProToMEx: Rapid, Interpretable Explanations via Structured Representations

Athina Georgara, Adarsh Valoor, Sarvapali D. Ramchurn

Existing post-hoc explainers for machine learning classifiers primarily focus on feature attribution, assigning importance scores to individual features. While valuable, this appro…