"explanation robustness" Papers

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Probabilistic Stability Guarantees for Feature Attributions

Helen Jin, Anton Xue, Weiqiu You et al.

NeurIPS 2025posterarXiv: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 2024poster