עקוב אחר
Ioannis Spantidakis
Ioannis Spantidakis
MIT PhD
כתובת אימייל מאומתת בדומיין mit.edu
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
2552022
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
922021
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
182023
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
92023
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
82020
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
72022
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
32021
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
12024
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
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מאמרים 1–11