Contextual Dynamic Pricing: Algorithms, Optimality, and Local Differential Privacy Constraints

Zifeng Zhao, Feiyu Jiang, Yi Yu

We study contextual dynamic pricing problems where a firm sells products to $T$ sequentially-arriving consumers, behaving according to an unknown demand model. The firm aims to min…