Spremljaj
Donato Maragno
Donato Maragno
Scientist, Amazon
Preverjeni e-poštni naslov na uva.nl
Naslov
Navedeno
Navedeno
Leto
Mixed-integer optimization with constraint learning
D Maragno, H Wiberg, D Bertsimas, Şİ Birbil, D den Hertog, AO Fajemisin
Operations Research, 2023
772023
Optimization with constraint learning: A framework and survey
AO Fajemisin, D Maragno, D den Hertog
European Journal of Operational Research 314 (1), 1-14, 2024
582024
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 36 (5), 1316-1334, 2024
192024
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
152023
Counterfactual Explanations Using Optimization With Constraint Learning
D Maragno, TE Röber, I Birbil
NeurIPS 2022 Workshop on Optimization for Machine Learning, 2022
112022
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
102024
Embedding machine learning based toxicity models within radiotherapy treatment plan optimization
D Maragno, G Buti, Şİ Birbil, Z Liao, T Bortfeld, D den Hertog, A Ajdari
Physics in Medicine & Biology 69 (7), 075003, 2024
12024
Optimization with constraint learning
SI Birbil, D Maragno, O Davidovich
AAAI Conference on Artificial Intelligence, 2023
12023
Enhancing Decision Making through the Integration of Large Language Models and Operations Research Optimization-Bridge Talk
S Wasserkrug, L Boussioux, D Den Hertog, F Mirzazadeh, SI Birbil, ...
AAAI Conference on Artificial Intelligence, 2025
2025
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