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 | 82 | 2023 |
Data‐driven research in retail operations—A review M Qi, HY Mak, ZJM Shen Naval Research Logistics (NRL) 67 (8), 595-616, 2020 | 44 | 2020 |
Distributionally robust conditional quantile prediction with fixed design M Qi, Y Cao, ZJ Shen Management Science 68 (3), 1639-1658, 2022 | 25 | 2022 |
Integrated conditional estimation-optimization M Qi, P Grigas, ZJ Shen arXiv preprint arXiv:2110.12351, 2021 | 23* | 2021 |
Integrating prediction/estimation and optimization with applications in operations management M Qi, ZJ Shen Tutorials in Operations Research: Emerging and Impactful Topics in …, 2022 | 14 | 2022 |
Smart feasibility pump: Reinforcement learning for (mixed) integer programming M Qi, M Wang, ZJ Shen arXiv preprint arXiv:2102.09663, 2021 | 12 | 2021 |
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 | 7 | 2021 |
Learning Newsvendor Problem with Intertemporal Dependence and Moderate Non-stationarities M Qi, ZJM Shen, Z Zheng Available at SSRN 3648615, 2020 | 3 | 2020 |
Urban Courier: Operational Innovation and Data-driven Coverage-and-Pricing M Wang, M Qi, J Cao, ZJM Shen Available at SSRN 3678317, 2020 | 1 | 2020 |
A Learning and Optimization Framework for Personalized Product Design M Wang, M Qi, ZJM Shen Available at SSRN 4554710, 2023 | | 2023 |