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20222026
most citedLearning with Combinatorial Optimization Layers: a Probabilistic Approach

2 citations · 2 across the 5 of their papers we have counts for

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math.OC2022

Solving a Continent-Scale Inventory Routing Problem at Renault

Louis Bouvier, Guillaume Dalle, Axel Parmentier +1

This paper is the fruit of a partnership with Renault. Their backward logistic requires solving a continent-scale multi-attribute inventory routing problem (IRP). With an average o…

stat.ML2022★ 2 cited

Learning with Combinatorial Optimization Layers: a Probabilistic Approach

Guillaume Dalle, Léo Baty, Louis Bouvier +1

Combinatorial optimization (CO) layers in machine learning (ML) pipelines are a powerful tool to tackle data-driven decision tasks, but they come with two main challenges. First, t…