"feature attributions" Papers

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Efficient and Accurate Explanation Estimation with Distribution Compression

Hubert Baniecki, Giuseppe Casalicchio, Bernd Bischl et al.

ICLR 2025arXiv:2406.18334
4
citations

Probabilistic Stability Guarantees for Feature Attributions

Helen Jin, Anton Xue, Weiqiu You et al.

NEURIPS 2025arXiv:2504.13787
6
citations

Provably Better Explanations with Optimized Aggregation of Feature Attributions

Thomas Decker, Ananta Bhattarai, Jindong Gu et al.

ICML 2024arXiv:2406.05090
6
citations

Rethinking Robustness of Model Attributions

Sandesh Kamath, Sankalp Mittal, Amit Deshpande et al.

AAAI 2024paperarXiv:2312.10534
2
citations