How big should your data really be? Data-driven newsvendor: Learning one sample at a time O Besbes, O Mouchtaki Management Science 69 (10), 5848-5865, 2023 | 64 | 2023 |
From contextual data to newsvendor decisions: On the actual performance of data-driven algorithms O Besbes, W Ma, O Mouchtaki arXiv preprint arXiv:2302.08424, 2023 | 13* | 2023 |
Joint assortment and inventory planning under the Markov chain Choice Model O Mouchtaki, O El Housni, G Gallego, V Goyal, S Humair, S Kim, ... | 13* | 2021 |
Beyond IID: data-driven decision-making in heterogeneous environments O Besbes, W Ma, O Mouchtaki Advances in Neural Information Processing Systems 35, 23979-23991, 2022 | 11 | 2022 |
Fast revenue maximization A Bahamou, O Besbes, O Mouchtaki arXiv preprint arXiv:2407.07316, 2024 | 2 | 2024 |
Data-Driven Decision-Making: New Insights on Algorithm Performance and Data Value O Mouchtaki Columbia University, 2024 | | 2024 |