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Oct, 2019
ExpertMatcher：使用隐藏表示自动化客户的 ML 模型选择
ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations
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Vivek Sharma, Praneeth Vepakomma, Tristan Swedish, Ken Chang, Jayashree Kalpathy-Cramer...
TL;DR
本文提出ExpertMatcher的一种扩展，可在不共享客户端原始数据表示的情况下进行匹配，适用于本地客户端和集中专家ML模型的情况，但受到原始数据共享的限制。
Abstract
Recently, there has been the development of
split learning
, a framework for
distributed computation
where
model components
are split betwe
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