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- 1Differential Privacy
- 1Differentially Private Stochastic MAB
- 1Differentially Private Stopping Rule
- 1Machine Learning
- 1Multi Armed Bandits
- 1Statistics
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Fall 2019
We present two provably optimal differentially private algorithms for the stochastic multi-arm bandit problem, as opposed to the private analogue of the UCB-algorithm (Mishra and Thakurta 2015; Tossou and Dimitrakakis 2016) which doesn’t meet the recently discovered lower-bound of Ω( K log(T) /...
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