David Simchi-Levi

ScholarGPS® ID: 53989494349807

Affiliation
Massachusetts Institute of Technology, Cambridge, Massachusetts, United States
Affiliation History

Field
Engineering and Computer Science
Discipline
Civil and Environmental Engineering
Top Specialties
Logistics | Logic | Supply Chain | Mathematical Optimization | Control Theory | Manufacturing | Supply-chain Management | Forecasting | Stock | Linear Programming | Procurement | Control (management) | Discrete Mathematics | Information Exchange | Parallel Computing
Metrics Summary
Publication Count
295
Predicted Citations
16,404
Predicted h-index
67
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Model-Free Nonstationary Reinforcement Learning: Near-Optimal Regret and Applications in Multiagent Reinforcement Learning and Inventory Control (journal article)
Mao, Weichao | Zhang, Kaiqing | Zhu, Ruihao | Simchi-Levi, David | Başar, Tamer
Management Science (2024).
10.1287/mnsc.2022.02533
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Offline Planning and Online Learning Under Recovering Rewards (journal article)
Simchi-Levi, David | Zheng, Zeyu | Zhu, Feng
Management Science (2024).
10.1287/mnsc.2021.04202
Cite | Source
Assortment Planning for Recommendations at Checkout Under Inventory Constraints (journal article)
Chen, Xi | Ma, Will | Simchi-Levi, David | Xin, Linwei
Mathematics of Operations Research, volume 49, issue 1, pages 297-325 (2024).
10.1287/moor.2023.1357
Cited by (3) | Cite | Source
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition (journal article)
Ai, Rui | Simchi-Levi, David | Zhu, Feng
SSRN Electronic Journal (2024).
10.2139/ssrn.4840635
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Imaged-Based Similarity for Demand Forecasting: a Novel Multimodal Method to Exploit Images’ Latent Information (journal article)
Sha, Junyi | Liu, Yuxiang | Li, Hanwei | Simchi-Levi, David | Wu, Michelle Xiao
SSRN Electronic Journal (2024).
10.2139/ssrn.4817547
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Online Local False Discovery Rate Control: A Resource Allocation Approach (journal article)
Ao, Ruicheng | Chen, Hongyu | Simchi-Levi, David | Zhu, Feng
SSRN Electronic Journal (2024).
10.2139/ssrn.4723579
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On Experimentation With Heterogeneous Subgroups: An Asymptotic Optimal δ-Weighted-PAC Design (journal article)
Simchi-Levi, David | Wang, Chonghuan | Xu, Jiamin
SSRN Electronic Journal (2024).
10.2139/ssrn.4721755
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2023 Information Systems Best AE Award: Management Science (journal article)
Simchi-Levi, David
Management Science, volume 70, issue 1, pages 670-670 (2024).
10.1287/mnsc.2023.bestAEaward.v70.n1
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2023 MSOM Society Best AE Award: Management Science (journal article)
Simchi-Levi, David
Management Science, volume 69, issue 12, pages 7882-7882 (2023).
10.1287/mnsc.2023.bestAEaward.v69.n12
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From the Editor: Reflections on the Last Six Years as Editor-in-Chief of Management Science (journal article)
Simchi-Levi, David
Management Science, volume 69, issue 12, pages 7151-7157 (2023).
10.1287/mnsc.2023.editorial.v69.n12
Cited by (3) | Cite | Source
Phase Transitions in Bandits with Switching Constraints (journal article)
Simchi-Levi, David | Xu, Yunzong
Management Science, volume 69, issue 12, pages 7182-7201 (2023).
10.1287/mnsc.2023.4755
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Calibrating Sales Forecasts in a Pandemic Using Competitive Online Nonparametric Regression (journal article)
Simchi-Levi, David | Sun, Rui | Wu, Michelle Xiao | Zhu, Ruihao
Management Science (2023).
10.1287/mnsc.2023.4969
Cited by (2) | Cite | Source
Bandits atop Reinforcement Learning: Tackling Online Inventory Models with Cyclic Demands (journal article)
Gong, Xiao-Yue | Simchi-Levi, David
Management Science (2023).
10.1287/mnsc.2023.4947
Cited by (2) | Cite | Source
Nonstationary Reinforcement Learning: The Blessing of (More) Optimism (journal article)
Cheung, Wang Chi | Simchi-Levi, David | Zhu, Ruihao
Management Science, volume 69, issue 10, pages 5722-5739 (2023).
10.1287/mnsc.2023.4704
Cited by (5) | Cite | Source
Estimating and Exploiting the Impact of Photo Layout: A Structural Approach (journal article)
Li, Hanwei | Simchi-Levi, David | Wu, Michelle Xiao | Zhu, Weiming
Management Science, volume 69, issue 9, pages 5209-5233 (2023).
10.1287/mnsc.2022.4616
Cited by (3) | Cite | Source
Technical Note—Online Matching with Bayesian Rewards (journal article)
Simchi-Levi, David | Sun, Rui | Wang, Xinshang
Operations Research (2023).
10.1287/opre.2021.0499
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Design and Analysis of Switchback Experiments (journal article)
Bojinov, Iavor | Simchi-Levi, David | Zhao, Jinglong
Management Science, volume 69, issue 7, pages 3759-3777 (2023).
10.1287/mnsc.2022.4583
Cited by (5) | Cite | Source
Offline Pricing and Demand Learning with Censored Data (journal article)
Bu, Jinzhi | Simchi-Levi, David | Wang, Li
Management Science, volume 69, issue 2, pages 885-903 (2023).
10.1287/mnsc.2022.4382
Cited by (5) | Cite | Source
Utility Fairness in Contextual Dynamic Pricing with Demand Learning (journal article)
Chen, Xi | Simchi-Levi, David | Wang, Yining
SSRN Electronic Journal (2023).
10.2139/ssrn.4658056
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Bayesian Mechanism Design for Blockchain Transaction Fee Allocation (journal article)
Chen, Xi | Simchi-Levi, David | Zhao, Zishuo | Zhou, Yuan
SSRN Electronic Journal (2023).
10.2139/ssrn.4413816
Cited by (1) | Cite | Source