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math.OC2022★ 1 cited
Learning from Stochastically Revealed Preference
John R. Birge, Xiaocheng Li, Chunlin Sun
We study the learning problem of revealed preference in a stochastic setting: a learner observes the utility-maximizing actions of a set of agents whose utility follows some unknow…
math.OC2021★ 2 cited
An Improved Analysis of LP-based Control for Revenue Management
Guanting Chen, Xiaocheng Li, Yinyu Ye
In this paper, we study a class of revenue management problems where the decision maker aims to maximize the total revenue subject to budget constraints on multiple type of resourc…