152 citations · 308 across the 30 of their papers we have counts for
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cs.LG2019
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty
Emma Frejinger, Eric Larsen
This paper is devoted to the prediction of solutions to a stochastic discrete optimization problem. Through an application, we illustrate how we can use a state-of-the-art neural m…
cs.LG2019★ 18 cited
Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio +3
This paper offers a methodological contribution at the intersection of machine learning and operations research. Namely, we propose a methodology to quickly predict tactical soluti…