Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... Proceedings of the National Academy of Sciences 119 (15), e2113561119, 2022 | 255 | 2022 |
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, ... MedRxiv, 2021.02. 03.21250974, 2021 | 92 | 2021 |
COVID-19: Prediction, prevalence, and the operations of vaccine allocation A Bennouna, J Joseph, D Nze-Ndong, G Perakis, D Singhvi, OS Lami, ... Manufacturing & Service Operations Management 25 (3), 1013-1032, 2023 | 18 | 2023 |
End-to-end learning for optimization via constraint-enforcing approximators R Cristian, P Harsha, G Perakis, BL Quanz, I Spantidakis Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7253-7260, 2023 | 9 | 2023 |
Leveraging the newsvendor for inventory distribution at a large fashion e-retailer with depth and capacity constraints G Perakis, D Singhvi, Y Spantidakis Available at SSRN 3632459, 2020 | 8 | 2020 |
End-to-end learning via constraint-enforcing approximators for linear programs with applications to supply chains R Cristian, P Harsha, G Perakis, BL Quanz, I Spantidakis AI for Decision Optimization Workshop of the AAAI Conference on Artificial …, 2022 | 7 | 2022 |
The power of analytics in epidemiology for covid 19 MA Bennouna, DAN Ndong, G Perakis, D Singhvi, OS Lami, I Spantidakis, ... AI and Analytics for Smart Cities and Service Systems: Proceedings of the …, 2021 | 3 | 2021 |
Inter-series transformer: Attending to products in time series forecasting R Cristian, P Harsha, C Ocejo, G Perakis, B Quanz, I Spantidakis, ... arXiv preprint arXiv:2408.03872, 2024 | 1 | 2024 |
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States (vol 119, e2113561119, 2022) EY Cramer, EL Ray, VK Lopez, J Bracher, A Brennen, AJC Rivadeneira, ... PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF …, 2023 | | 2023 |
End-to-End Learning for Decision Optimization via Constraint-Enforcing Approximators R Christian, P Harsha, G Perakis, B Quanz, I Spantidakis INFORMS Annual Meeting, 2022 | | 2022 |
Constrained Inventory Optimization on Complex Warehouse Networks I Spantidakis Massachusetts Institute of Technology, 2022 | | 2022 |