NeurIPS "data valuation" Papers

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Faithful Group Shapley Value

Kiljae Lee, Ziqi Liu, Weijing Tang et al.

NeurIPS 2025posterarXiv:2505.19013

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

Jiale Deng, Yanyan Shen, Ziyuan Pei et al.

NeurIPS 2025posterarXiv:2509.21359
1
citations

KAIROS: Scalable Model-Agnostic Data Valuation

Jiongli Zhu, Parjanya Prashant, Alex Cloninger et al.

NeurIPS 2025posterarXiv:2506.23799

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