David Simchi-Levi
Massachusetts Institute of Technology
H-index: 81
North America-United States
Top articles of David Simchi-Levi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Assortment planning for recommendations at checkout under inventory constraints | Mathematics of Operations Research | Xi Chen Will Ma David Simchi-Levi Linwei Xin | 2024/2 |
Online Local False Discovery Rate Control: A Resource Allocation Approach | arXiv preprint arXiv:2402.11425 | Ruicheng Ao Hongyu Chen David Simchi-Levi Feng Zhu | 2024/2/18 |
Differentially Private Estimation of CATE in Adaptive Experiment | arXiv preprint arXiv:2401.08224 | Jiachun Li David Simchi-Levi Kaining Shi | 2024/1/16 |
Non-stationary Experimental Design under Linear Trends | Advances in Neural Information Processing Systems | David Simchi-Levi Chonghuan Wang Zeyu Zheng | 2024/2/13 |
2023 Information Systems Best AE Award: Management Science | Management Science | David Simchi-Levi | 2024/1 |
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk | Advances in Neural Information Processing Systems | David Simchi-Levi Zeyu Zheng Feng Zhu | 2024/2/13 |
On the Optimal Regret of Locally Private Linear Contextual Bandit | arXiv preprint arXiv:2404.09413 | Jiachun Li David Simchi-Levi Yining Wang | 2024/4/15 |
On Experimentation With Heterogeneous Subgroups: An Asymptotic Optimal δ-Weighted-PAC Design | Available at SSRN 4721755 | David Simchi-Levi Chonghuan Wang Jiamin Xu | 2024/2/9 |
Offline Planning and Online Learning Under Recovering Rewards | Management Science | David Simchi-Levi Zeyu Zheng Feng Zhu | 2024/4/3 |
Switchback experiments in a reactive environment | Available at SSRN 4436643 | Hongyu Chen David Simchi-Levi | 2023/5/3 |
Online Matching with Bayesian Rewards | Operations Research | David Simchi-Levi Rui Sun Xinshang Wang | 2023/7/28 |
Bandits atop reinforcement learning: Tackling online inventory models with cyclic demands | Management Science | Xiao-Yue Gong David Simchi-Levi | 2023/10/26 |
2023 MSOM Society Best AE Award: Management Science | Management Science | David Simchi-Levi | 2023/12 |
Multi-armed bandit experimental design: Online decision-making and adaptive inference | David Simchi-Levi Chonghuan Wang | 2023/4/11 | |
Non-stationary Experimental Design under Structured Trends | Available at SSRN 4514568 | David Simchi-Levi Chonghuan Wang Zeyu Zheng | 2023/7/18 |
Nonstationary reinforcement learning: The blessing of (more) optimism | Management Science | Wang Chi Cheung David Simchi-Levi Ruihao Zhu | 2023/10 |
Utility fairness in contextual dynamic pricing with demand learning | arXiv preprint arXiv:2311.16528 | Xi Chen David Simchi-Levi Yining Wang | 2023/11/28 |
Regret distribution in stochastic bandits: Optimal trade-off between expectation and tail risk | arXiv preprint arXiv:2304.04341 | David Simchi-Levi Zeyu Zheng Feng Zhu | 2023/4/10 |
Efficient Cloud Server Deployment Under Demand Uncertainty | Available at SSRN 4501810 | Rui Peng Liu Konstantina Mellou Xiao-Yue Gong Beibin Li Thomas Coffee | 2023/7/3 |
Estimating and exploiting the impact of photo layout: A structural approach | Management Science | Hanwei Li David Simchi-Levi Michelle Xiao Wu Weiming Zhu | 2023/9 |
