AAAI 2024 "model interpretability" Papers

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Accelerating the Global Aggregation of Local Explanations

Alon Mor, Yonatan Belinkov, Benny Kimelfeld

AAAI 2024paperarXiv:2312.07991
6
citations

Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention

Saebom Leem, Hyunseok Seo

AAAI 2024paperarXiv:2402.04563
31
citations

MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees

Colin Sullivan, Mo Tiwari, Sebastian Thrun

AAAI 2024paperarXiv:2309.15312

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

Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

Wei Qian, Chenxu Zhao, Yangyi Li et al.

AAAI 2024paperarXiv:2401.01549
10
citations