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

13

DOWNLOADS
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Top 12,280

in Total Papers Downloads

5,787

SSRN CITATIONS
Rank 17,324

SSRN RANKINGS

Top 17,324

in Total Papers Citations

31

CROSSREF CITATIONS

31

Scholarly Papers (13)

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 1,672 (15,281)
Citation 31

Abstract:

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revenue management, statistical learning

2.

Predicting Future Earnings Changes Using Machine Learning and Detailed Financial Data

Journal of Accounting Research, Forthcoming
Number of pages: 91 Posted: 03 Feb 2021 Last Revised: 14 Feb 2022
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Department of Accounting, New York University (NYU) - Department of Accounting and New York University - Stern School of Business
Downloads 1,195 (25,280)
Citation 11

Abstract:

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Direction of Earnings Changes; Prediction; Detailed Financial Data; XBRL; Machine Learning

3.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 34 Posted: 17 Oct 2016 Last Revised: 16 Oct 2021
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 1,097 (28,660)
Citation 7

Abstract:

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revenue management; assortment optimization; personalized recommendation; online algorithms; competitive ratio

4.

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 587 (66,629)
Citation 12

Abstract:

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

5.

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 352 (122,078)
Citation 6

Abstract:

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flexible manufacturing; graph expanders; thresholding; weighted probabilistic construction

6.

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

NYU Stern School of Business
Number of pages: 45 Posted: 13 Aug 2020 Last Revised: 10 Jul 2022
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 270 (162,414)
Citation 3

Abstract:

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

7.

Differential Privacy in Personalized Pricing with Nonparametric Demand Models

Number of pages: 52 Posted: 10 Sep 2021 Last Revised: 03 Aug 2022
Xi Chen, Sentao Miao and Yining Wang
New York University (NYU) - Leonard N. Stern School of Business, McGill University - Desautels Faculty of Management and University of Florida - Warrington College of Business Administration
Downloads 152 (270,960)

Abstract:

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Differential privacy, dynamic pricing, local privacy, regret

8.

Privacy-Preserving Dynamic Personalized Pricing with Demand Learning

NYU Stern School of Business Forthcoming
Number of pages: 38 Posted: 16 Nov 2020 Last Revised: 10 Jul 2022
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 135 (297,614)
Citation 2

Abstract:

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

9.

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 120 (324,680)
Citation 1

Abstract:

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

10.

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 77 (430,855)
Citation 2

Abstract:

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

11.

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 61 (486,559)
Citation 1

Abstract:

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

12.

Fairness-aware Online Price Discrimination with Nonparametric Demand Models

Number of pages: 42 Posted: 02 Nov 2021 Last Revised: 17 Nov 2021
Xi Chen, Xuan Zhang and Yuan Zhou
New York University (NYU) - Leonard N. Stern School of Business, University of Illinois at Urbana-Champaign and University of Illinois at Urbana-Champaign
Downloads 39 (586,594)

Abstract:

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Dynamic pricing, Demand Learning, Fairness, Nonparametric Demands

13.

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 30 (639,771)

Abstract:

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