"explanation robustness" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

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 2025arXiv:2504.13787
6
citations

Axiomatic Aggregations of Abductive Explanations

Gagan Biradar, Yacine Izza, Elita Lobo et al.

AAAI 2024paperarXiv:2310.03131
9
citations

Provably Better Explanations with Optimized Aggregation of Feature Attributions

Thomas Decker, Ananta Bhattarai, Jindong Gu et al.

ICML 2024arXiv:2406.05090
6
citations