Mixed-integer optimization with constraint learning D Maragno, H Wiberg, D Bertsimas, Şİ Birbil, D den Hertog, AO Fajemisin Operations Research, 2023 | 49 | 2023 |
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 | 39 | 2024 |
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 | 11 | 2024 |
Counterfactual Explanations Using Optimization With Constraint Learning D Maragno, TE Röber, I Birbil NeurIPS 2022 Workshop on Optimization for Machine Learning, 2022 | 10 | 2022 |
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 | 4 | 2023 |
Optimization with Constraint Learning SI Birbil, D Maragno, O Davidovich AAAI Conference on Artificial Intelligence, 2023 | 1 | 2023 |
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 | | 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 |