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Communication-Efficient Learning of Deep Networks from Decentralized Data
时间 2020-08-08
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communication
efficient
learning
deep
networks
decentralized
data
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郑重声明:原文参见标题,若有侵权,请联系做者,将会撤销发布!html Abstractgit 现代移动设备能够访问大量适合模型学习的数据,从而大大改善设备上的用户体验。例如,语言模型能够改善语音识别和文本输入,图像模型能够自动选择好的照片。然而,这些丰富的数据每每对隐私敏感,数量庞大,或者二者兼而有之,这可能会妨碍登陆到数据中心并使用传统方法进行训练。咱们提倡一种替代方法,将训练数据分布在
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