Portfolio item number 1
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Posts by Collection
experience
portfolio
Portfolio item number 2
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publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Publications
Published in , 1900
Under Review
- J. Dumouchelle, E. Julien, J. Kurtz, and E. B. Khalil. Deep Learning for Two-Stage Robust Integer Optimization. Submitted to Operations Research, 2024. Preprint will be made available soon.
Conference Papers
J. Dumouchelle, E. Julien, J. Kurtz, and E. B. Khalil. Neur2BiLO: Neural Bilevel Optimization. Advances in Neural Information Processing Systems, 2024.
[Paper] [Code]- J. Dumouchelle, E. Julien, J. Kurtz, and E. B. Khalil. Neur2RO: Neural Two-Stage Robust Optimization. International Conference on Learning Representations, 2024.
[Paper] [Website] [Code] - J. Dumouchelle*, R. Patel*, E. B. Khalil, and M. Bodur. Neur2SP: Neural Two-Stage Stochastic Programming. Advances in Neural Information Processing Systems, 2022.
[Paper] [Website] [Code]
Journal Papers
- J. Dumouchelle, E. Frejinger, and A. Lodi. Reinforcement Learning for Freight Booking Control Problems. Journal of Revenue and Pricing Management, 2024.
[Paper] [Code] - M. Gasse, S. Bowly, Q. Cappart, J. Charfreitag, L. Charlin, D. Chételat, A. Chmiela, J. Dumouchelle, …, and M. Kun. The machine learning for combinatorial optimization competition (ML4CO): Results and insights. Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, in Proceedings of Machine Learning Research (PMLR), 2022.
[Paper] [Website]
Workshop Papers
- A. Prouvost, J. Dumouchelle, L. Scavuzzo, M. Gasse, D. Chételat, and A. Lodi. Ecole: A gym-like library for machine learning in combinatorial optimization solvers. Learning Meets Combinatorial Algorithms at NeurIPS2020, 2020.
[Paper] [Website] [Code]
* denotes equal contribution.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Talks
Upcoming
- CERC DS4DM Coffee Talks: Oral presentation, Janurary 2023
- Robust Optimization Webinar: Oral presentation, December 2023
Past
- INFORMS Annual Meeting: Poster presentation (1st place, People’s Choice Award), October 2023
- INFORMS Annual Meeting: Oral presentation, October 2023
- International Conference on Stochastic Programming: Oral presentation, July 2023
- Mixed Integer Programming Workshop: Poster presentation, May 2023
- Machine Learning Applications for Supply Chain Management at MIT: Guest lecture, April 2023
- Vector Institute Research Symposium: Poster presentation, May 2023
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.