2025 "explanation robustness" Papers

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Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration

Thomas Decker, Volker Tresp, Florian Buettner

NEURIPS 2025spotlightarXiv:2511.10439

Probabilistic Stability Guarantees for Feature Attributions

Helen Jin, Anton Xue, Weiqiu You et al.

NEURIPS 2025posterarXiv:2504.13787
6
citations