Vincent Y. F. Tan

Asymptotically Optimal Best Arm Identification with Fixed-Budget under Differential Privacy

Best arm identification under differential privacy is a pure-exploration problem in which both statistical efficiency and privacy protection must be achieved simultaneously. We study fixed-budget best arm identification for bandits under pure $\epsilon$-differential privacy, where the learner must recommend an arm afte...