Machine learning for combinatorial optimization: a methodological tour d’horizon Y Bengio, A Lodi, A Prouvost European Journal of Operational Research 290 (2), 405-421, 2021 | 1651 | 2021 |
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 | 64 | 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 | 27 | 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 |
New Foundations of Machine Learning for Combinatorial Optimization A Prouvost Ecole Polytechnique, Montreal (Canada), 2021 | | 2021 |
Adverse Event Prediction by Telemonitoring and Deep Learning A Prouvost, A Lodi, LM Rousseau, J Vallee Health Care Systems Engineering: HCSE, Montréal, Canada, May 30-June 1, 2019 …, 2020 | | 2020 |