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Dec, 2020
具有隐私保证的无投影赌率优化
Projection-Free Bandit Optimization with Privacy Guarantees
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Alina Ene, Huy L. Nguyen, Adrian Vladu
TL;DR
本篇研究设计了差分隐私算法来解决在投影自由设置下的赌博凸优化问题，该设置在决策集具有复杂几何结构的情况下非常重要。
Abstract
We design
differentially private algorithms
for the
bandit convex optimization
problem in the
projection-free setting
. This setting is imp
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