Xi Chen

New York University (NYU) - Leonard N. Stern School of Business

44 West 4th Street

Suite 9-160

New York, NY NY 10012

United States

SCHOLARLY PAPERS

10

DOWNLOADS
Rank 16,654

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Top 16,654

in Total Papers Downloads

3,244

SSRN CITATIONS
Rank 21,841

SSRN RANKINGS

Top 21,841

in Total Papers Citations

18

CROSSREF CITATIONS

24

Scholarly Papers (10)

1.

A Statistical Learning Approach to Personalization in Revenue Management

Number of pages: 37 Posted: 18 Mar 2015 Last Revised: 09 Jan 2020
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - Operations Research Center, Brigham Young University, Marriott School of Business and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 1,253 (17,666)
Citation 26

Abstract:

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revenue management, statistical learning

2.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 41 Posted: 17 Oct 2016 Last Revised: 01 Oct 2019
New York University (NYU) - Leonard N. Stern School of Business, Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 864 (30,367)
Citation 7

Abstract:

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revenue management, personalized recommendation, assortment planning, online algorithms, competitive ratio, protection level

3.

Optimal Sparse Designs for Process Flexibility via Probabilistic Expanders

Number of pages: 57 Posted: 26 Feb 2014 Last Revised: 07 Dec 2017
Xi Chen, Jiawei Zhang and Yuan Zhou
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Department of Information, Operations, and Management Sciences and University of Illinois at Urbana-Champaign
Downloads 561 (54,023)
Citation 10

Abstract:

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fexible manufacturing; facilities planning; design; graph expanders; probabilistic expanders

4.

Optimal Design of Process Flexibility for General Production Systems

Number of pages: 49 Posted: 24 Oct 2016 Last Revised: 09 May 2018
New York University (NYU) - Leonard N. Stern School of Business, Princeton University, New York University (NYU) - Department of Information, Operations, and Management Sciences and University of Illinois at Urbana-Champaign
Downloads 300 (113,181)
Citation 5

Abstract:

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flexible manufacturing; graph expanders; thresholding; weighted probabilistic construction

5.

Dynamic Assortment Planning Without Utility Parameter Estimation

Number of pages: 40 Posted: 08 Mar 2018
Xi Chen, Yining Wang and Yuan Zhou
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - School of Computer Science and University of Illinois at Urbana-Champaign
Downloads 98 (298,237)
Citation 1

Abstract:

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dynamic assortment optimization, regret analysis, lower and upper confidence bounds, nested logit models

6.

Non-stationary Stochastic Optimization under L_{p,q}-Variation Measures

Number of pages: 41 Posted: 09 Aug 2017 Last Revised: 01 Dec 2018
Xi Chen, Yining Wang and Yuxiang Wang
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - School of Computer Science and Carnegie Mellon University - School of Computer Science
Downloads 64 (382,478)

Abstract:

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Non-Stationary Stochastic Optimization, Bandit Convex Optimization, Variation Budget Constraints, Minimax Regret

7.

Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling

Number of pages: 38 Posted: 13 Mar 2014
Xi Chen, Qihang Lin and Dengyong Zhou
New York University (NYU) - Leonard N. Stern School of Business, Carnegie Mellon University - David A. Tepper School of Business and Microsoft Corporation - Microsoft Research, New York City
Downloads 58 (401,759)
Citation 2

Abstract:

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Crowdsourcing, Crowd labeling, Budget allocation, Markov decision process, Optimistic knowledge gradient

8.

Robust Dynamic Pricing with Demand Learning in the Presence of Outlier Customers

NYU Stern School of Business
Number of pages: 51 Posted: 13 Aug 2020
Xi Chen and Yining Wang
New York University (NYU) - Leonard N. Stern School of Business and University of Florida - Warrington College of Business Administration
Downloads 27 (533,904)
Citation 1

Abstract:

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dynamic pricing, regret analysis, robustness, eps-contamination model

9.

Uncertainty Quantification for Demand Prediction in Contextual Dynamic Pricing

Number of pages: 35 Posted: 09 Apr 2020
Xi Chen and Yining Wang
New York University (NYU) - Leonard N. Stern School of Business and University of Florida - Warrington College of Business Administration
Downloads 16 (603,845)

Abstract:

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Adaptive data, Asymptotic normality, Confidence interval, Dynamic pricing, Data-driven sequential decision

10.

Privacy-Preserving Dynamic Personalized Pricing with Demand Learning

Number of pages: 39
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Florida - Warrington College of Business Administration
Downloads 3

Abstract:

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Differential privacy, Dynamic pricing, Generalized Linear models, personal information