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

A value for n-person games

Lloyd S Shapley · 1953

Earlier work this paper cites.

Polynomial calculation of the shapley value based on sampling

Javier Castro, Daniel Gómez, and Juan Tejada · 2009

Earlier work this paper cites.

Understanding black-box predictions via influence functions

Pang Wei Koh and Percy Liang · 2017

Earlier work this paper cites.

Accountable Data Fusion and Privacy Preservation Techniques in Cyber-Physical Systems

Ruoxi Jia · 2018

Earlier work this paper cites.

Data shapley: Equitable valuation of data for machine learning

Amirata Ghorbani and James Zou · 2019

Earlier work this paper cites.

Towards efficient data valuation based on the shapley value

Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gürel, Bo Li, Ce Zhang, Dawn Song, and Costas J Spanos · 2019

Cited alongside, same era.

An incentive mechanism using shapley value for blockchain-based medical data sharing

Original

Liehuang Zhu, Hui Dong, Meng Shen, and Keke Gai · 2019

Cited alongside, same era.

A principled approach to data valuation for federated learning

Tianhao Wang, Johannes Rausch, Ce Zhang, Ruoxi Jia, and Dawn Song · 2020

Cited alongside, same era.

If you like shapley then you’ll love the core, 2020

Tom Yan and Ariel D Procaccia · 2020

Cited alongside, same era.

Beta shapley: a unified and noise-reduced data valuation framework for machine learning

Original

Yongchan Kwon and James Zou · 2021

Later among the works it cites.

Improving cooperative game theory-based data valuation via data utility learning

Original

Tianhao Wang, Yu Yang, and Ruoxi Jia · 2021

Later among the works it cites.

Data boundary and data pricing based on the shapley value

Yingjie Tian, Yurong Ding, Saiji Fu, and Dalian Liu · 2022

Later among the works it cites.

Data banzhaf: A robust data valuation framework for machine learning

Jiachen T. Wang and Ruoxi Jia · 2023

Closest in time.