Poster "data valuation" Papers
7 papers found
Efficient Top-m Data Values Identification for Data Selection
Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng et al.
ICLR 2025poster
Faithful Group Shapley Value
Kiljae Lee, Ziqi Liu, Weijing Tang et al.
NeurIPS 2025posterarXiv:2505.19013
GMValuator: Similarity-based Data Valuation for Generative Models
Jiaxi Yang, Wenlong Deng, Benlin Liu et al.
ICLR 2025posterarXiv:2304.10701
2
citations
SAVA: Scalable Learning-Agnostic Data Valuation
Samuel Kessler, Tam Le, Vu Nguyen
ICLR 2025posterarXiv:2406.01130
1
citations
Distributionally Robust Data Valuation
Xiaoqiang Lin, Xinyi Xu, Zhaoxuan Wu et al.
ICML 2024poster
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Jiachen Wang, Tianji Yang, James Zou et al.
ICML 2024poster
Scaling Laws for the Value of Individual Data Points in Machine Learning
Ian Covert, Wenlong Ji, Tatsunori Hashimoto et al.
ICML 2024poster