Guillaume Dalle

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland

Engineering & Technology / Computer Science

AD Scientific Index ID: 5473132

Eidgenössische Technische Hochschule Lausanne

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Guillaume Dalle's MOST POPULAR ARTICLES

1-) Learning with combinatorial optimization layers: a probabilistic approachG Dalle, L Baty, L Bouvier, A ParmentierarXiv preprint arXiv:2207.13513, 2022232022

2-) Analysis of bootstrap and subsampling in high-dimensional regularized regressionL Clarté, A Vandenbroucque, G Dalle, B Loureiro, F Krzakala, ...arXiv preprint arXiv:2402.13622, 202432024

3-) HiddenMarkovModels. jl: generic, fast and reliable state space modelingG DalleJournal of Open Source Software 9 (96), 6436, 202422024

4-) Solving a Continent-Scale Inventory Routing Problem at RenaultL Bouvier, G Dalle, A Parmentier, T VidalTransportation Science 58 (1), 131-151, 202422024

5-) Machine learning and combinatorial optimization algorithms, with applications to railway planningG DalleÉcole des Ponts ParisTech, 202222022

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