High-Dimensional Dynamic Pricing under Non-Stationarity: Learning and Earning with Change-Point Detection

Zifeng Zhao, Feiyu Jiang, Yi Yu +1

We consider a high-dimensional dynamic pricing problem under non-stationarity, where a firm sells products to $T$ sequentially arriving consumers that behave according to an unknow…