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 | 55 | 2020 |
Learning to branch with tree mdps L Scavuzzo, F Chen, D Chételat, M Gasse, A Lodi, N Yorke-Smith, ... Advances in Neural Information Processing Systems 35, 18514-18526, 2022 | 36 | 2022 |
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 | 21 | 2022 |
Optimal entanglement distribution policies in homogeneous repeater chains with cutoffs ÁG Iñesta, G Vardoyan, L Scavuzzo, S Wehner npj Quantum Information 9 (1), 46, 2023 | 18 | 2023 |
Electromagnetically Induced Transparency of On-demand Single Photons in a Hybrid Quantum Network L Schweickert, KD Jöns, M Namazi, G Cui, T Lettner, KD Zeuner, ... arXiv preprint arXiv:1808.05921, 2018 | 5 | 2018 |
Learning variable selection rules for the branch-and-bound algorithm using reinforcement learning L Scavuzzo Montana | 1 | 2020 |
Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming L Scavuzzo, K Aardal, A Lodi, N Yorke-Smith arXiv preprint arXiv:2402.05501, 2024 | | 2024 |
A study of lattice reformulations for integer programming K Aardal, L Scavuzzo, LA Wolsey Operations Research Letters 51 (4), 401-407, 2023 | | 2023 |
Storage of single photons in a hot Rubidium vapor L Scavuzzo Montaña Universitat Politècnica de Catalunya, 2017 | | 2017 |