Thompson Sampling under Bernoulli Rewards with Local Differential Privacy

Bo Jiang, Tianchi Zhao, Ming Li

This paper investigates the problem of regret minimization for multi-armed bandit (MAB) problems with local differential privacy (LDP) guarantee. Given a fixed privacy budget $\epsilon$,…