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Ecole: A Library for Learning Inside MILP Solvers
In this paper we describe Ecole (Extensible Combinatorial Optimization L...
04/06/2021 ∙ by Antoine Prouvost, et al. ∙
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Combinatorial optimization and reasoning with graph neural networks
Combinatorial optimization is a well-established area in operations rese...
02/18/2021 ∙ by Quentin Cappart, et al. ∙
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Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers
We present Ecole, a new library to simplify machine learning research fo...
11/11/2020 ∙ by Antoine Prouvost, et al. ∙
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Change Point Detection by Cross-Entropy Maximization
Many offline unsupervised change point detection algorithms rely on mini...
09/02/2020 ∙ by Aurélien Serre, et al. ∙
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Exact Combinatorial Optimization with Graph Convolutional Neural Networks
Combinatorial optimization problems are typically tackled by the branch-...
06/04/2019 ∙ by Maxime Gasse, et al. ∙
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