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

20

DOWNLOADS
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8,153

SSRN CITATIONS
Rank 11,535

SSRN RANKINGS

Top 11,535

in Total Papers Citations

111

CROSSREF CITATIONS

27

Scholarly Papers (20)

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, HKUST, New York University (NYU) - Department of Accounting and New York University - Stern School of Business
Downloads 2,176 (13,206)
Citation 23

Abstract:

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

Predicting Future Earnings Changes Using Machine Learning and Detailed Financial Data

Journal of Accounting Research, Volume 60, Issue 2, 2022
Posted: 11 Oct 2022
New York University (NYU) - Leonard N. Stern School of Business, HKUST, New York University (NYU) - Department of Accounting and New York University - Stern School of Business

Abstract:

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direction of earnings changes, prediction, detailed financial data, XBRL, machine learning

2.

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 1,888 (16,778)
Citation 55

Abstract:

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revenue management, statistical learning

3.

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Mathematics of Operations Research (Forthcoming)
Number of pages: 35 Posted: 17 Oct 2016 Last Revised: 13 Mar 2023
New York University (NYU) - Leonard N. Stern School of Business, Columbia University - Columbia Business School, Decision Risk and Operations, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Chicago - Booth School of Business
Downloads 1,254 (31,225)
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 Tsinghua University - Yau Mathematical Sciences Center
Downloads 630 (79,930)
Citation 16

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

5.

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 Texas at Dallas
Downloads 433 (126,504)
Citation 6

Abstract:

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

6.

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 Tsinghua University - Yau Mathematical Sciences Center
Downloads 404 (136,980)
Citation 5

Abstract:

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flexible manufacturing; graph expanders; thresholding; weighted probabilistic construction

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, University of Colorado Boulder and University of Texas at Dallas
Downloads 273 (208,647)
Citation 9

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 Texas at Dallas
Downloads 206 (273,803)
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 Tsinghua University - Yau Mathematical Sciences Center
Downloads 143 (375,247)
Citation 1

Abstract:

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

10.

Combinatorial Inference on the Optimal Assortment in Multinomial Logit Models

Number of pages: 54 Posted: 03 Mar 2023 Last Revised: 04 May 2023
Harvard T.H. Chan School of Public Health - Department of Biostatistics, New York University (NYU) - Leonard N. Stern School of Business, Duke University - Department of Biostatistics and Bioinformatics and Harvard T.H. Chan School of Public Health - Department of Biostatistics
Downloads 126 (414,034)

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assortment optimization, combinatorial inference, multinomial logit model, multiplier bootstrap, hypothesis testing

11.

Voter coalitions and democracy in Decentralized Finance: Evidence from MakerDAO

Number of pages: 29 Posted: 24 Oct 2022 Last Revised: 19 Jun 2023
University of Glasgow, New York University (NYU) - Leonard N. Stern School of Business, University of Glasgow and University of Glasgow
Downloads 109 (461,257)
Citation 2

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governance, Decentralized Autonomous Organization (DAO), voting

12.

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 99 (493,374)
Citation 2

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

13.

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 80 (563,602)
Citation 1

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

14.

Fairness-aware Online Price Discrimination with Nonparametric Demand Models

Number of pages: 73 Posted: 02 Nov 2021 Last Revised: 29 Aug 2023
New York University (NYU) - Leonard N. Stern School of Business, Tsinghua University - Yau Mathematical Sciences Center, University of Illinois at Urbana-Champaign and Tsinghua University - Yau Mathematical Sciences Center
Downloads 78 (571,807)

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Dynamic pricing, Demand Learning, Fairness, Nonparametric Demands

15.

Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing

Production and Operations Management (Forthcoming)
Number of pages: 55 Posted: 09 Sep 2023
New York University (NYU) - Leonard N. Stern School of Business, Tsinghua University - Yau Mathematical Sciences Center, University of Texas at Dallas and Tsinghua University - Yau Mathematical Sciences Center
Downloads 64 (636,625)

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network revenue management, demand learning, resource-consumption balancing, fairness, regret analysis, linear bandit

16.

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 Texas at Dallas
Downloads 62 (646,898)
Citation 2

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

17.

A Unified Model of Transaction Packaging in High-Throughput Blockchains

Number of pages: 41 Posted: 30 Jan 2023 Last Revised: 13 Apr 2023
Yuxuan Lu, Qian Qi and Xi Chen
Peking University, Peking University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 50 (715,151)

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Blockchain Design, DeFi, High Transaction Speed Blockchain, Partial Information, Parallel BFT Consensus

18.

Data-Driven Knowledge Transfer in Batch Q* Learning

Number of pages: 48 Posted: 16 Apr 2024
Elynn Chen, Xi Chen and Wenbo Jing
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 43 (761,266)

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Transfer Learning; Stationary Markov Decision Process; Offline Reinforcement Learning; Sieve Approximation; Fitted $Q$ Iteration

19.

Utility Fairness in Contextual Dynamic Pricing with Demand Learning

Number of pages: 44 Posted: 20 Dec 2023
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and University of Texas at Dallas
Downloads 22 (935,978)

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20.

Dynamic Contextual Pricing with Doubly Non-Parametric Random Utility Models

Number of pages: 57 Posted: 13 May 2024 Last Revised: 20 May 2024
Elynn Chen, Xi Chen, Lan Gao and Jiayu Li
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business, University of Tennessee, Knoxville - Haslam College of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 13 (1,028,293)

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Dynamic Contextual Pricing, Doubly Nonparametric Estimation, Distributional Nearest Neighbours, Random Utility Models, Regret Bound