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Jinzhi Bu

2 accepted papers

2022

Context-Based Dynamic Pricing with Partially Linear Demand Model

NeurIPS 2022accept

In today’s data-rich environment, context-based dynamic pricing has gained much attention. To model the demand as a function of price and context, the existing literature either adopts a parametric model or a non-parametric model. The former is easier to implement but may suffer from model mis-spec…

Cited by 13SourcePDFScholar
2020

Online Pricing with Offline Data: Phase Transition and Inverse Square Law

ICML 2020poster

This paper investigates the impact of pre-existing offline data on online learning, in the context of dynamic pricing. We study a single-product dynamic pricing problem over a selling horizon of T periods. The demand in each period is determined by the price of the product according to a linear dema…

Cited by 52SourcePDFScholar