Axel Parmentier

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Combinatorial Optimization

Integer Program

Routing Problem

Top Venues

Oper. Res. Lett.

Publications

Pierre-Cyril Aubin-Frankowski, Yohann De Castro, Axel Parmentier, Alessandro Rudi
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems. CoRR (2024)
Louis Bouvier, Guillaume Dalle, Axel Parmentier, Thibaut Vidal
Solving a Continent-Scale Inventory Routing Problem at Renault. Transp. Sci. 58 (1) (2024)
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows. Transp. Sci. 58 (4) (2024)
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
CF-OPT: Counterfactual Explanations for Structured Prediction. CoRR (2024)
Nour El Houda Tellache, Frédéric Meunier, Axel Parmentier
Linear Lexicographic Optimization and Preferential Bidding System. Transp. Sci. 58 (3) (2024)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles. CPAIOR (1) (2024)
Victor Cohen, Axel Parmentier
Future memories are not needed for large classes of POMDPs. Oper. Res. Lett. 51 (3) (2023)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
Explainable Data-Driven Optimization: From Context to Decision and Back Again. ICML (2023)
Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs. CoRR (2023)
Axel Parmentier, Vincent T'kindt
Structured learning based heuristics to solve the single machine scheduling problem with release times and sum of completion times. Eur. J. Oper. Res. 305 (3) (2023)
Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control. CoRR (2023)
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows. CoRR (2023)
Axel Parmentier, Rafael Martinelli, Thibaut Vidal
Electric Vehicle Fleets: Scalable Route and Recharge Scheduling Through Column Generation. Transp. Sci. 57 (3) (2023)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
Explainable Data-Driven Optimization: From Context to Decision and Back Again. CoRR (2023)
Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier
Learning with Combinatorial Optimization Layers: a Probabilistic Approach. CoRR (2022)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
Robust Counterfactual Explanations for Random Forests. CoRR (2022)
Axel Parmentier
Learning to Approximate Industrial Problems by Operations Research Classic Problems. Oper. Res. 70 (1) (2022)
Axel Parmentier, Vincent T'kindt
Learning to solve the single machine scheduling problem with release times and sum of completion times. CoRR (2021)
Axel Parmentier, Thibaut Vidal
Optimal Counterfactual Explanations in Tree Ensembles. ICML (2021)
Axel Parmentier, Thibaut Vidal
Optimal Counterfactual Explanations in Tree Ensembles. CoRR (2021)
Axel Parmentier
Learning structured approximations of operations research problems. CoRR (2021)
Julie Poullet, Axel Parmentier
Shift Planning Under Delay Uncertainty at Air France: A Vehicle-Scheduling Problem with Outsourcing. Transp. Sci. 54 (4) (2020)
Axel Parmentier, Victor Cohen, Vincent Leclère, Guillaume Obozinski, Joseph Salmon
Integer Programming on the Junction Tree Polytope for Influence Diagrams. INFORMS J. Optim. 2 (3) (2020)
Victor Cohen, Axel Parmentier
Two generalizations of Markov blankets. CoRR (2019)
Axel Parmentier
Algorithms for non-linear and stochastic resource constrained shortest path. Math. Methods Oper. Res. 89 (2) (2019)
Samitha Samaranayake, Axel Parmentier, Ethan Xuan, Alexandre M. Bayen
A mathematical framework for delay analysis in single source networks. Networks Heterog. Media 12 (1) (2017)
Markus Kruber, Marco E. Lübbecke, Axel Parmentier
Learning When to Use a Decomposition. CPAIOR (2017)
Axel Parmentier
Algorithms for Non-Linear and Stochastic Resource Constrained Shortest Paths. CoRR (2015)
Samitha Samaranayake, Axel Parmentier, Yiguang Xuan, Alexandre M. Bayen
Solving the user equilibrium departure time problem at an off-ramp with incentive compatible cost functions. ECC (2015)
Axel Parmentier, Samitha Samaranayake, Yiguang Xuan, Alexandre M. Bayen
A mathematical framework for delay analysis in single source networks. ACC (2015)
Axel Parmentier, Frédéric Meunier
Stochastic Shortest Paths and Risk Measures. CoRR (2014)