"shapley values" Papers

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Provably Accurate Shapley Value Estimation via Leverage Score Sampling

Christopher Musco, R. Teal Witter

ICLR 2025posterarXiv:2410.01917
14
citations

Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values

R. Teal Witter, Yurong Liu, Christopher Musco

NeurIPS 2025posterarXiv:2506.11849
2
citations

Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors

Guangyi Zhang, Qiyu Liu, Aristides Gionis

NeurIPS 2025poster

SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries

Darin Tsui, Aryan Musharaf, Yigit Efe Erginbas et al.

NeurIPS 2025posterarXiv:2410.19236
2
citations

Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach

Darya Biparva, Donatello Materassi

ICML 2024poster

Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning

Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann et al.

AAAI 2024paperarXiv:2312.09783
8
citations

Multiply-Robust Causal Change Attribution

Víctor Quintas-Martínez, Mohammad Bahadori, Eduardo Santiago et al.

ICML 2024poster