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Meng Qi
Title
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Cited by
Year
A practical end-to-end inventory management model with deep learning
M Qi, Y Shi, Y Qi, C Ma, R Yuan, D Wu, ZJ Shen
Management Science 69 (2), 759-773, 2023
792023
Data‐driven research in retail operations—A review
M Qi, HY Mak, ZJM Shen
Naval Research Logistics (NRL) 67 (8), 595-616, 2020
422020
Distributionally robust conditional quantile prediction with fixed design
M Qi, Y Cao, ZJ Shen
Management Science 68 (3), 1639-1658, 2022
212022
Integrated conditional estimation-optimization
M Qi, P Grigas, ZJ Shen
arXiv preprint arXiv:2110.12351, 2021
21*2021
Smart feasibility pump: Reinforcement learning for (mixed) integer programming
M Qi, M Wang, ZJ Shen
arXiv preprint arXiv:2102.09663, 2021
122021
Integrating prediction/estimation and optimization with applications in operations management
M Qi, ZJ Shen
Tutorials in Operations Research: Emerging and Impactful Topics in …, 2022
112022
End-to-end deep learning for inventory management with fixed ordering cost and its theoretical analysis
M Liu, M Qi, ZJM Shen
Available at SSRN, 2021
72021
Learning Newsvendor Problem with Intertemporal Dependence and Moderate Non-stationarities
M Qi, ZJM Shen, Z Zheng
Available at SSRN 3648615, 2020
22020
Urban Courier: Operational Innovation and Data-driven Coverage-and-Pricing
M Wang, M Qi, J Cao, ZJM Shen
Available at SSRN 3678317, 2020
12020
A Learning and Optimization Framework for Personalized Product Design
M Wang, M Qi, ZJM Shen
Available at SSRN 4554710, 2023
2023
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Articles 1–10