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Lara Scavuzzo
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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
552020
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
362022
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
212022
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
182023
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
52018
Learning variable selection rules for the branch-and-bound algorithm using reinforcement learning
L Scavuzzo Montana
12020
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
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Articles 1–9