Rui Sun

Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)

77 Massachusetts Avenue

E18-436

Cambridge, MA 02139-4307

United States

  • Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)

SCHOLARLY PAPERS

5

DOWNLOADS
Rank 33,975

SSRN RANKINGS

Top 33,975

in Total Papers Downloads

2,599

SSRN CITATIONS

9

CROSSREF CITATIONS

0

Ideas:
“  Data-driven Operations Management; Online Matching; Online Learning  ”

  • Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)

Scholarly Papers (5)

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1.

Large-scale Price Optimization for an Online Fashion Retailer

Number of pages: 34 Posted: 12 Feb 2021
Hanwei Li, David Simchi-Levi, Rui Sun, Michelle Xiao Wu, Vladimir Fux, Torsten Gellert, Thorsten Greiner and Andrea Taverna
City University of Hong Kong, Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS), Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Zalando GmbH
Downloads 1,250 (28,983)
Citation 1

Abstract:

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Fashion Retailing, Operations Management, Business Analytics, Price Optimization, Large Scale Decomposition

2.

Calibrating Sales Forecast in a Pandemic Using Competitive Online Non-Parametric Regression

Number of pages: 42 Posted: 13 Aug 2020 Last Revised: 11 Apr 2022
David Simchi-Levi, Rui Sun, Michelle Xiao Wu and Ruihao Zhu
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS), Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and Cornell University
Downloads 900 (46,169)
Citation 1

Abstract:

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sales forecast, online learning, non-parametric regression, COVID-19 pandemic

3.

Online Matching with Bayesian Rewards

Number of pages: 40 Posted: 10 Feb 2020 Last Revised: 02 Mar 2020
David Simchi-Levi, Rui Sun and Xinshang Wang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and Alibaba Group
Downloads 166 (306,913)

Abstract:

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Online Matching, Bayesian Learning, Markovian Bandits

4.

Online Learning and Optimization for Revenue Management Problems with Add-on Discounts

Number of pages: 60 Posted: 01 Jun 2020 Last Revised: 30 Aug 2021
David Simchi-Levi, Rui Sun and Huanan Zhang
Massachusetts Institute of Technology (MIT) - School of Engineering, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and University of Colorado at Boulder - Leeds School of Business
Downloads 153 (328,817)

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revenue management, add-on discount, online learning, approximation algorithm

5.

Near-Optimal Primal-Dual Algorithms for Quantity-Based Network Revenue Management

Number of pages: 68 Posted: 06 Jan 2021 Last Revised: 12 Oct 2021
Rui Sun, Xinshang Wang and Zijie Zhou
Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS), Alibaba Group and Massachusetts Institute of Technology - Operations Research Center
Downloads 130 (373,855)
Citation 2

Abstract:

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revenue management