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A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs

Dec 17, 2019
Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan


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A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty

Oct 18, 2019
Emma Frejinger, Eric Larsen


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A tutorial on recursive models for analyzing and predicting path choice behavior

May 02, 2019
Maëlle Zimmermann, Emma Frejinger


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Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information

Jan 22, 2019
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi

* arXiv admin note: substantial text overlap with arXiv:1807.11876 

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Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning

Sep 12, 2018
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi


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