| Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers A Prouvost, J Dumouchelle, L Scavuzzo, M Gasse, D Chételat, A Lodi arXiv preprint arXiv:2011.06069, 2020 | 59 | 2020 |
| The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights M Gasse, S Bowly, Q Cappart, J Charfreitag, L Charlin, D Chételat, ... NeurIPS 2021 Competitions and Demonstrations Track, 220-231, 2022 | 23 | 2022 |
| Neur2SP: Neural Two-Stage Stochastic Programming J Dumouchelle, R Patel, EB Khalil, M Bodur arXiv preprint arXiv:2205.12006, 2022 | 21* | 2022 |
| Ecole: A Library for Learning Inside MILP Solvers A Prouvost, J Dumouchelle, M Gasse, D Chételat, A Lodi arXiv preprint arXiv:2104.02828, 2021 | 6 | 2021 |
| Can machine learning help in solving cargo capacity management booking control problems J Dumouchelle, E Frejinger, A Lodi arXiv preprint arXiv:2102.00092, 2021 | 5 | 2021 |
| Neur2RO: Neural Two-Stage Robust Optimization J Dumouchelle, E Julien, J Kurtz, EB Khalil arXiv preprint arXiv:2310.04345, 2023 | 3 | 2023 |
| Reinforcement learning for freight booking control problems J Dumouchelle, E Frejinger, A Lodi Journal of Revenue and Pricing Management, 1-28, 2024 | 1 | 2024 |
| Neur2BiLO: Neural Bilevel Optimization J Dumouchelle, E Julien, J Kurtz, EB Khalil arXiv preprint arXiv:2402.02552, 2024 | | 2024 |
