"model-agnostic explanation" Papers

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ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques

Junhao Liu, Xin Zhang

AAAI 2025paperarXiv:2209.03798
4
citations

SPEX: Scaling Feature Interaction Explanations for LLMs

Justin S. Kang, Landon Butler, Abhineet Agarwal et al.

ICML 2025arXiv:2502.13870
5
citations

A General Search-Based Framework for Generating Textual Counterfactual Explanations

Daniel Gilo, Shaul Markovitch

AAAI 2024paperarXiv:2211.00369
3
citations

Explain Temporal Black-Box Models via Functional Decomposition

Linxiao Yang, Yunze Tong, Xinyue Gu et al.

ICML 2024oral