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Justin Dumouchelle
Justin Dumouchelle
PhD Student, University of Toronto
Adresse e-mail validée de mail.utoronto.ca - Page d'accueil
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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
682020
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
402022
Neur2SP: Neural two-stage stochastic programming
RM Patel, J Dumouchelle, E Khalil, M Bodur
Advances in neural information processing systems 35, 23992-24005, 2022
322022
Neur2RO: Neural Two-Stage Robust Optimization
J Dumouchelle, E Julien, J Kurtz, EB Khalil
The Twelfth International Conference on Learning Representations, 2024
92024
Reinforcement learning for freight booking control problems
J Dumouchelle, E Frejinger, A Lodi
Journal of Revenue and Pricing Management, 1-28, 2024
6*2024
Ecole: A Library for Learning Inside MILP Solvers
A Prouvost, J Dumouchelle, M Gasse, D Chételat, A Lodi
arXiv preprint arXiv:2104.02828, 2021
62021
Neur2BiLO: Neural Bilevel Optimization
J Dumouchelle, E Julien, J Kurtz, EB Khalil
arXiv preprint arXiv:2402.02552, 2024
12024
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