Locally Differentially Private Thresholding Bandits

Annalisa Barbara, Joseph Lazzaro, Ciara Pike-Burke

This work investigates the impact of ensuring local differential privacy in the thresholding bandit problem. We consider both the fixed budget and fixed confidence settings. We pro…