DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning

19 October 2024

Papers citing "DPVS-Shapley:Faster and Universal Contribution Evaluation Component in Federated Learning"

6 / 6 papers shown

Title
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain Shuaicheng Ma Yang Cao L. Xiong FedML 63 37 0 26 Jan 2021
A Distributional Framework for Data Valuation Amirata Ghorbani Michael P. Kim James Zou TDI 52 132 0 27 Feb 2020
FedCoin: A Peer-to-Peer Payment System for Federated Learning Yuan Liu Shuai Sun Zhengpeng Ai Shuangfeng Zhang Zelei Liu Han Yu FedML 79 115 0 26 Feb 2020
Measure Contribution of Participants in Federated Learning Guan Wang Charlie Xiaoqian Dang Ziye Zhou FedML 93 200 0 17 Sep 2019
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 285 8,926 0 25 Aug 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 408 17,615 0 17 Feb 2016