2025 "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

RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank

Tanya Chowdhury, Yair Zick, James Allan

ICLR 2025posterarXiv:2405.01848
3
citations

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

R. Teal Witter, Yurong Liu, Christopher Musco

NEURIPS 2025posterarXiv:2506.11849
3
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