Fast Explanations via Policy Gradient-Optimized Explainer

ArXi:2405.18664v3 Announce Type: replace The challenge of delivering efficient explanations is a critical barrier that prevents the adoption of model explanations in real-world applications. Existing approaches often depend on extensive model queries for sample-level explanations or rely on expert's knowledge of specific model structures that trade general applicability for efficiency. To address these limitations, this paper