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Apr, 2023
鲁棒和差分隐私随机线性赌博机
Robust and differentially private stochastic linear bandits
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Vasileios Charisopoulos, Hossein Esfandiari, Vahab Mirrokni
TL;DR
本研究使用对数批量查询和不同的隐私模型提出不同关于武断攻击的差分隐私和鲁棒性阿姆淘汰算法，实现同时在随机线性医生问题中提供差分隐私和对手强度的功能，并提供相应的遗憾界限。
Abstract
In this paper, we study the
stochastic linear bandit problem
under the additional requirements of
differential privacy
,
robustness
and
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