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Feb, 2020
FedCoin: 一个用于联邦学习的点对点支付系统
FedCoin: A Peer-to-Peer Payment System for Federated Learning
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Yuan Liu, Shuai Sun, Zhengpeng Ai, Shuangfeng Zhang, Zelei Liu...
TL;DR
本文提出基于区块链的对等支付系统FedCoin,计算Shapley Value(SV),以利用计算SV的高效性在FL中实现奖励分配,对数据所有者进行激励,实现对等的奖励体系。
Abstract
federated learning
(FL) is an emerging collaborative machine learning method to train models on distributed datasets with privacy concerns. To properly incentivize data owners to contribute their efforts,
shapley value<
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