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cs.LG2025
Online Pricing and Allocation with Demand Learning and Fulfillment Cost
Jianyu Xu, Xuan Wang, Yu-Xiang Wang +1
We study online learning for a seller that jointly chooses per-period inventory positions and a uniform price, then fulfills realized demand through a downstream allocation. The ma…
cs.LG2023
Pricing with Contextual Elasticity and Heteroscedastic Valuation
Jianyu Xu, Yu-Xiang Wang
We study an online contextual dynamic pricing problem, where customers decide whether to purchase a product based on its features and price. We introduce a novel approach to modeli…