Rui Sun

Alibaba Group US

Bellevue, WA 98004

United States

SCHOLARLY PAPERS

5

DOWNLOADS

314

SSRN CITATIONS

0

CROSSREF CITATIONS

0

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

Scholarly Papers (5)

1.

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

Number of pages: 32 Posted: 13 Aug 2020 Last Revised: 31 Dec 2020
Massachusetts Institute of Technology (MIT) - School of Engineering, Alibaba Group US, Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 184 (187,907)

Abstract:

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sales forecast, COVID-19 pandemic, online learning, isotonic regression

2.

Online Matching with Bayesian Rewards

Number of pages: 40 Posted: 10 Feb 2020 Last Revised: 02 Mar 2020
Massachusetts Institute of Technology (MIT) - School of Engineering, Alibaba Group US and Alibaba Group
Downloads 70 (374,389)

Abstract:

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Online Matching, Bayesian Learning, Markovian Bandits

3.

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

Number of pages: 33 Posted: 01 Jun 2020
Massachusetts Institute of Technology (MIT) - School of Engineering, Alibaba Group US and University of Colorado at Boulder - Leeds School of Business
Downloads 48 (448,327)

Abstract:

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

4.

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

Number of pages: 65 Posted: 06 Jan 2021
Rui Sun, Xinshang Wang and Zijie Zhou
Alibaba Group US, Alibaba Group and Purdue University - Department of Mathematics
Downloads 8 (675,563)

Abstract:

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revenue management

5.

Large-scale Price Optimization for an Online Fashion Retailer

Number of pages: 34
Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT) - School of Engineering, Alibaba Group US, 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 affiliation not provided to SSRN
Downloads 4

Abstract:

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