A Note on "Towards Efficient Data Valuation Based on the Shapley Value''

22 February 2023

Papers citing "A Note on "Towards Efficient Data Valuation Based on the Shapley Value''"

10 / 10 papers shown

Title
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently Weida Li Yaoliang Yu 37 1 0 31 Oct 2024
Data Shapley in One Training Run Jiachen T. Wang Prateek Mittal Dawn Song Ruoxi Jia TDI 39 7 0 16 Jun 2024
An Economic Solution to Copyright Challenges of Generative AI Jiachen T. Wang Zhun Deng Hiroaki Chiba-Okabe Boaz Barak Weijie J. Su 40 11 0 22 Apr 2024
Incentives in Private Collaborative Machine Learning Rachael Hwee Ling Sim Yehong Zhang Nghia Hoang Xinyi Xu K. H. Low P. Jaillet 38 4 0 02 Apr 2024
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms Jiachen T. Wang Prateek Mittal Ruoxi Jia TDI 46 5 0 20 Jan 2024
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation Jiachen T. Wang Yuqing Zhu Yu-Xiang Wang R. Jia Prateek Mittal TDI 34 12 0 30 Aug 2023
LAVA: Data Valuation without Pre-Specified Learning Algorithms H. Just Feiyang Kang Jiachen T. Wang Yi Zeng Myeongseob Ko Ming Jin R. Jia 27 54 0 28 Apr 2023
A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms" Wei Ping Bo-wen Li TDI 30 43 0 09 Apr 2023
Data Banzhaf: A Robust Data Valuation Framework for Machine Learning Jiachen T. Wang R. Jia FedML TDI 52 94 0 30 May 2022
Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning Tianhao Wang Yu Yang R. Jia TDI 36 12 0 13 Jul 2021