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Aug, 2020
通过合成数据进行联邦学习
Federated Learning via Synthetic Data
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Jack Goetz, Ambuj Tewari
TL;DR
在联邦学习中,通过传输合成数据而不是模型参数实现通信代价大幅降低和模型效果最小化的方法。
Abstract
federated learning
allows for the training of a model using data on multiple clients without the clients transmitting that raw data. However the standard method is to transmit model parameters (or updates), which for modern
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