Justin Dumouchelle

11 papers A* 3Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Neur2BiLO: Neural Bilevel Optimization. NeurIPS Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024	J	`jnl`	Neur2BiLO: Neural Bilevel Optimization. CoRR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024	A*	`conf`	Neur2RO: Neural Two-Stage Robust Optimization. ICLR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
2023	J	`jnl`	Neur2RO: Neural Two-Stage Robust Optimization. CoRR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2022	A*	`conf`	Neur2SP: Neural Two-Stage Stochastic Programming. NeurIPS Rahul Patel, Justin Dumouchelle, Elias B. Khalil, Merve Bodur
2022	J	`jnl`	Neur2SP: Neural Two-Stage Stochastic Programming. CoRR Justin Dumouchelle, Rahul Patel, Elias B. Khalil, Merve Bodur
2022	J	`jnl`	The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. CoRR Maxime Gasse, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao
2021	J	`jnl`	Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems? CoRR Justin Dumouchelle, Emma Frejinger, Andrea Lodi
2021	J	`jnl`	Ecole: A Library for Learning Inside MILP Solvers. CoRR Antoine Prouvost, Justin Dumouchelle, Maxime Gasse, Didier Chételat, Andrea Lodi
2021	—	`conf`	The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. NeurIPS (Competition and Demos) Maxime Gasse, Simon Bowly, Quentin Cappart, Jonas Charfreitag, Laurent Charlin, Didier Chételat, Antonia Chmiela, Justin Dumouchelle, Ambros M. Gleixner, Aleksandr M. Kazachkov, Elias B. Khalil, Pawel Lichocki, Andrea Lodi, Miles Lubin, Chris J. Maddison, Christopher Morris, Dimitri J. Papageorgiou, Augustin Parjadis, Sebastian Pokutta, Antoine Prouvost, Lara Scavuzzo, Giulia Zarpellon, Linxin Yang, Sha Lai, Akang Wang, Xiaodong Luo, Xiang Zhou, Haohan Huang, Sheng Cheng Shao, Yuanming Zhu, Dong Zhang, Tao Quan, Zixuan Cao, Yang Xu, Zhewei Huang, Shuchang Zhou, Binbin Chen, Minggui He, Hao Hao, Zhiyu Zhang, Zhiwu An, Kun Mao
2020	J	`jnl`	Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers. CoRR Antoine Prouvost, Justin Dumouchelle, Lara Scavuzzo, Maxime Gasse, Didier Chételat, Andrea Lodi