Yunzong Xu

Massachusetts Institute of Technology (MIT)

77 Massachusetts Avenue

50 Memorial Drive

Cambridge, MA 02139-4307

United States

  • Massachusetts Institute of Technology (MIT)

SCHOLARLY PAPERS

5

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SSRN CITATIONS
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Top 37,899

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21

CROSSREF CITATIONS

4

Scholarly Papers (5)

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1.

Assortment Optimization for a Multi-Stage Choice Model

Manufacturing & Service Operations Management
Number of pages: 55 Posted: 23 Sep 2018 Last Revised: 12 Apr 2023
Yunzong Xu and Zizhuo Wang
Massachusetts Institute of Technology (MIT) and The Chinese University of Hong Kong, Shenzhen
Downloads 785 (59,178)
Citation 2

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Multi-Stage Choice Model, Assortment Optimization, Revenue Management

2.

Phase Transitions in Bandits with Switching Constraints

Management Science (to appear)
Number of pages: 111 Posted: 06 Jun 2019 Last Revised: 26 Aug 2022
David Simchi-Levi and Yunzong Xu
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 483 (109,387)
Citation 1

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multi-armed bandit, switching constraint, limited switches, phase transition, regret analysis, minimax lower bound, graph traversal, revenue management, dynamic pricing

3.

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

Forthcoming in Management Science
Number of pages: 72 Posted: 29 Oct 2019 Last Revised: 23 Nov 2021
Jinzhi Bu, David Simchi-Levi and Yunzong Xu
The Hong Kong Polytechnic University, Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 442 (121,476)
Citation 16

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dynamic pricing, online learning, offline data, phase transition, inverse-square law

4.

Blind Network Revenue Management and Bandits with Knapsacks under Limited Switches

Number of pages: 88 Posted: 06 Dec 2019 Last Revised: 02 Jan 2021
David Simchi-Levi, Yunzong Xu and Jinglong Zhao
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) and Boston University - Questrom School of Business
Downloads 333 (166,989)

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Network Revenue Management, Bandits With Knapsacks, Online Learning, Limited Switches

5.

Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability

Mathematics of Operations Research (to appear)
Number of pages: 45 Posted: 28 Apr 2020 Last Revised: 13 Jul 2021
David Simchi-Levi and Yunzong Xu
Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT)
Downloads 289 (193,930)
Citation 6

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contextual bandit, statistical learning, offline regression, computational efficiency, reduction