2024 "attribution methods" Papers

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Attribution-based Explanations that Provide Recourse Cannot be Robust

Hidde Fokkema, Rianne de Heide, Tim van Erven

ICML 2024poster

MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks

Zhiyu Zhu, Huaming Chen, Jiayu Zhang et al.

AAAI 2024paperarXiv:2312.13630
14
citations

On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box

Yi Cai, Gerhard Wunder

ICML 2024poster

Saliency strikes back: How filtering out high frequencies improves white-box explanations

Sabine Muzellec, Thomas FEL, Victor Boutin et al.

ICML 2024poster