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Jul, 2020
具有本地差分隐私的多臂赌博机
Multi-Armed Bandits with Local Differential Privacy
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Wenbo Ren, Xingyu Zhou, Jia Liu, Ness B. Shroff
TL;DR
本文探讨了多臂赌博问题在本地差分隐私保证下的遗憾最小化问题，采用差分隐私技术处理用户敏感信息，证明了一种下限并提出算法，数值实验验证了结论。
Abstract
This paper investigates the problem of
regret minimization
for
multi-armed bandit
(MAB) problems with
local differential privacy
(LDP) gua
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