"shapley values" Papers
8 papers found
Conference
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
Christopher Musco, R. Teal Witter
ICLR 2025arXiv:2410.01917
16
citations
RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
Tanya Chowdhury, Yair Zick, James Allan
ICLR 2025arXiv:2405.01848
4
citations
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
R. Teal Witter, Yurong Liu, Christopher Musco
NEURIPS 2025arXiv:2506.11849
4
citations
Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors
Guangyi Zhang, Qiyu Liu, Aristides Gionis
NEURIPS 2025
SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries
Darin Tsui, Aryan Musharaf, Yigit Efe Erginbas et al.
NEURIPS 2025arXiv:2410.19236
3
citations
Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach
Darya Biparva, Donatello Materassi
ICML 2024
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 2024