Follow
Guillaume Dalle
Guillaume Dalle
Postdoc, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Learning with combinatorial optimization layers: a probabilistic approach
G Dalle, L Baty, L Bouvier, A Parmentier
arXiv preprint arXiv:2207.13513, 2022
202022
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression
L Clarté, A Vandenbroucque, G Dalle, B Loureiro, F Krzakala, ...
arXiv preprint arXiv:2402.13622, 2024
12024
Solving a continent-scale inventory routing problem at renault
L Bouvier, G Dalle, A Parmentier, T Vidal
Transportation Science 58 (1), 131-151, 2024
12024
Machine learning and combinatorial optimization algorithms, with applications to railway planning
G Dalle
École des Ponts ParisTech, 2022
12022
HiddenMarkovModels. jl: generic, fast and reliable state space modeling
G Dalle
Journal of Open Source Software 9 (96), 6436, 2024
2024
Decision-Aware Learning with REINFORCE enables new Architectures and Applications
LBL Bouvier, M Blondel, Y Emine, G Dalle, T Vidal, A Parmentier
Book of abstracts PGMO DAYS 2023, 8, 2023
2023
Structured learning for vehicle routing problems
L Baty, G Dalle, L Bouvier, A Parmentier, K Jungel, P Klein, M Schiffer
2022
Learning with sign-dependent combinatorial optimization layers: a multiplicative perturbation approach
L Bouvier, G Dalle, L Baty, A Parmentier
Book of abstracts PGMO DAYS 2022, 30, 2022
2022
Large Neighborhood Search and Structured Prediction for the Inventory Routing Problem
L Bouvier, G Dalle, A Parmentier
23ème congrès annuel de la Société Française de Recherche Opérationnelle et …, 2022
2022
Learning to Solve Stochastic Multi-Agent Path Finding
G Dalle, A Parmentier
23ème congrès annuel de la Société Française de Recherche Opérationnelle et …, 2022
2022
Minimax Estimation of Partially-Observed Vector AutoRegressions
G Dalle, Y De Castro
arXiv preprint arXiv:2106.09327, 2021
2021
Delay Propagation on a Suburban Railway Network
G Dalle, Y De Castro, A Parmentier
EasyChair, 2020
2020
Method for determining a soiling speed of a photovoltaic generation unit
P Stephan, G Dalle
WO Patent WO2020115431A1, 2019
2019
Recherche d’itinéraires dans un réseau ferroviaire: apprendre à mieux optimiser
G Dalle, A Parmentier
The system can't perform the operation now. Try again later.
Articles 1–14