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Donato Maragno
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Year
Mixed-integer optimization with constraint learning
D Maragno, H Wiberg, D Bertsimas, Şİ Birbil, D den Hertog, AO Fajemisin
Operations Research, 2023
462023
Optimization with constraint learning: A framework and survey
AO Fajemisin, D Maragno, D den Hertog
European Journal of Operational Research, 2023
302023
Finding regions of counterfactual explanations via robust optimization
D Maragno, J Kurtz, TE Röber, R Goedhart, ŞI Birbil, D den Hertog
INFORMS Journal on Computing, 2024
112024
Counterfactual Explanations Using Optimization With Constraint Learning
D Maragno, TE Röber, I Birbil
NeurIPS 2022 Workshop on Optimization for Machine Learning, 2022
102022
Learn Global and Optimize Local: A Data-Driven Methodology for Last-Mile Routing
M Ghosh, A Kuiper, R Mahes, D Maragno
Computers & Operations Research, 106312, 2023
32023
Embedding machine learning based toxicity models within radiotherapy treatment plan optimization
D Maragno, G Buti, İ Birbil, Z Liao, TR Bortfeld, D den Hertog, A Ajdari
Physics in Medicine and Biology, 2024
2024
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto
S Wasserkrug, L Boussioux, D Hertog, F Mirzazadeh, I Birbil, J Kurtz, ...
arXiv preprint arXiv:2402.16269, 2024
2024
Optimization with Constraint Learning
SI Birbil, D Maragno, O Davidovich
AAAI Conference on Artificial Intelligence, 2023
2023
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Articles 1–8