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DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
v1v2 (latest)

DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation

3 June 2023
Felipe Garrido-Lucero
Benjamin Heymann
Maxime Vono
Patrick Loiseau
Vianney Perchet
    FedMLTDI
ArXiv (abs)PDFHTML

Papers citing "DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation"

3 / 3 papers shown
Title
LossVal: Efficient Data Valuation for Neural Networks
LossVal: Efficient Data Valuation for Neural Networks
Tim Wibiral
Mohamed Karim Belaid
Maximilian Rabus
Ansgar Scherp
TDI
207
0
0
05 Dec 2024
A Comprehensive Study of Shapley Value in Data Analytics
A Comprehensive Study of Shapley Value in Data Analytics
Hong Lin
Shixin Wan
Zhongle Xie
Ke Chen
Meihui Zhang
Lidan Shou
Gang Chen
180
0
0
02 Dec 2024
Collaborative Machine Learning with Incentive-Aware Model Rewards
Collaborative Machine Learning with Incentive-Aware Model Rewards
Rachael Hwee Ling Sim
Yehong Zhang
M. Chan
Hsiang Low
FedML
176
126
0
24 Oct 2020
1