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

7

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Top 16,867

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2,821

CITATIONS
Rank 21,592

SSRN RANKINGS

Top 21,592

in Total Papers Citations

30

Scholarly Papers (7)

1.

A Statistical Learning Approach to Personalization in Revenue Management

Number of pages: 38 Posted: 18 Mar 2015 Last Revised: 17 May 2015
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - Operations Research Center, Massachusetts Institute of Technology (MIT) - Operations Research Center and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 1,052 (19,916)
Citation 16

Abstract:

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revenue management, statistical learning

2.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Number of pages: 29 Posted: 17 Oct 2016 Last Revised: 20 Aug 2018
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 757 (31,915)
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 Indiana University at Bloomington
Downloads 543 (49,572)
Citation 5

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 Indiana University at Bloomington
Downloads 275 (110,113)
Citation 4

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 Indiana University at Bloomington
Downloads 82 (299,225)
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 56 (367,054)

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 56 (367,054)
Citation 1

Abstract:

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