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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
PhD Candidate in Mechnaical and Industrial Engineering
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Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
experience
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
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.