DP-NCB is claimed to be the first bandit framework achieving differential privacy and order-optimal Nash regret simultaneously in both global and local privacy models.
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DP-NCB: Privacy Preserving Fair Bandits
DP-NCB is claimed to be the first bandit framework achieving differential privacy and order-optimal Nash regret simultaneously in both global and local privacy models.