Yuan Zhou

Tsinghua University - Yau Mathematical Sciences Center

Beijing

China

Tsinghua University - Department of Mathematical Sciences

Beijing, 100084

China

SCHOLARLY PAPERS

13

DOWNLOADS
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Top 27,967

in Total Papers Downloads

3,944

TOTAL CITATIONS
Rank 22,364

SSRN RANKINGS

Top 22,364

in Total Papers Citations

36

Scholarly Papers (13)

1.

Dynamic Pricing and Inventory Control with Fixed Ordering Cost and Incomplete Demand Information

Number of pages: 49 Posted: 24 Jun 2020 Last Revised: 18 Jan 2021
University of Illinois at Chicago - College of Business Administration, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Texas at Dallas and Tsinghua University - Yau Mathematical Sciences Center
Downloads 898 (57,578)

Abstract:

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dynamic pricing, inventory control, fixed ordering cost, online learning, asymptotic analysis

2.

Optimal Policies for Dynamic Pricing and Inventory Control with Nonparametric Censored Demands

Number of pages: 96 Posted: 17 Dec 2020 Last Revised: 27 Feb 2023
Boxiao Chen, Yining Wang and Yuan Zhou
University of Illinois at Chicago - College of Business Administration, University of Texas at Dallas and Tsinghua University - Yau Mathematical Sciences Center
Downloads 774 (70,491)

Abstract:

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dynamic pricing, inventory replenishment, censored demand, lost sales, regret minimization, bandit learning, non-concavity

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 Tsinghua University - Yau Mathematical Sciences Center
Downloads 649 (88,359)
Citation 19

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
Xi Chen, Tengyu Ma, Jiawei Zhang and Yuan Zhou
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 417 (152,106)
Citation 6

Abstract:

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flexible manufacturing; graph expanders; thresholding; weighted probabilistic construction

5.

Assortment Optimization Under the Multivariate MNL Model

Number of pages: 41 Posted: 15 Oct 2022
Georgia Institute of Technology - H. Milton Stewart School of Industrial and Systems Engineering, Tsinghua University, City University of Hong Kong (CityU) - Department of Management Sciences, University of Illinois at Urbana-Champaign and Tsinghua University - Yau Mathematical Sciences Center
Downloads 272 (241,940)

Abstract:

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Multiple categories, assortment optimization, approximation algorithms

6.

Bayesian Mechanism Design for Blockchain Transaction Fee Allocation

Number of pages: 71 Posted: 19 Apr 2023 Last Revised: 23 Dec 2024
New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering, University of Illinois at Urbana-Champaign and Tsinghua University - Yau Mathematical Sciences Center
Downloads 187 (347,458)
Citation 3

Abstract:

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blockchain, mechanism design, Bayesian game, multinomial logit choice model

7.

A Minibatch-SGD-Based Learning Meta-Policy for Inventory Systems with Myopic Optimal Policy

Forthcoming in Management Science
Number of pages: 76 Posted: 24 Mar 2023 Last Revised: 30 Aug 2024
Tsinghua University - Yau Mathematical Sciences Center, Tsinghua University - Department of Mathematical Sciences, Tsinghua University - Department of Mathematical Sciences and Tsinghua University - Yau Mathematical Sciences Center
Downloads 177 (364,925)

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inventory control, nonparametric demand learning, mini-batch SGD, multi-product multi-constraint system, multi-echelon serial system, one-warehouse multi-store system

8.

Learning in Lost-Sales Inventory Systems with Stochastic Lead Times and Random Supplies

Number of pages: 47 Posted: 26 Dec 2023
Xin Chen, Jiameng Lyu, Shilin Yuan and Yuan Zhou
Georgia Institute of Technology - H. Milton Stewart School of Industrial and Systems Engineering, Tsinghua University - Yau Mathematical Sciences Center, Tsinghua University - Department of Mathematical Sciences and Tsinghua University - Yau Mathematical Sciences Center
Downloads 160 (398,736)
Citation 7

Abstract:

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inventory management, lost-sales, supply uncertainty, stochastic lead times, random supplies, online learning, regret analysis

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 154 (411,842)
Citation 1

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

10.

Fairness-aware Online Price Discrimination with Nonparametric Demand Models

Number of pages: 73 Posted: 02 Nov 2021 Last Revised: 29 Aug 2023
Xi Chen, Jiameng Lyu, Xuan Zhang and Yuan Zhou
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 126 (484,152)

Abstract:

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Dynamic pricing, Demand Learning, Fairness, Nonparametric Demands

11.

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

Production and Operations Management (Forthcoming)
Number of pages: 55 Posted: 09 Sep 2023
Xi Chen, Jiameng Lyu, Yining Wang and Yuan Zhou
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 95 (595,335)

Abstract:

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

12.

Closing the Gaps: Optimality of Sample Average Approximation for Data-Driven Newsvendor Problems

Number of pages: 22 Posted: 30 Jul 2024
Tsinghua University - Yau Mathematical Sciences Center, Tsinghua University - Department of Mathematical Sciences, Tsinghua University and Tsinghua University - Yau Mathematical Sciences Center
Downloads 32 (1,011,515)

Abstract:

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inventory management, newsvendor problem, sample average approximation, online learning, regret analysis

13.

A Minimax-MDP Framework with Future-imposed Conditions for Learning-augmented Problems

Number of pages: 64 Posted: 07 May 2025
Xin Chen, Yuze Chen and Yuan Zhou
Georgia Institute of Technology - H. Milton Stewart School of Industrial and Systems Engineering, affiliation not provided to SSRN and Tsinghua University - Yau Mathematical Sciences Center
Downloads 3 (1,317,735)

Abstract:

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learning-augmented problems, minimax-MDPs, future-imposed conditions, inventory control, resource allocation