Axel Parmentier

46 papers A* 6B 1C 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Combinatorial Optimization Augmented Machine Learning.
CoRR
Maximilian Schiffer, Heiko Hoppe, Yue Su, Louis Bouvier, Axel Parmentier
2026 J jnl
Differentiable Knapsack and Top-k Operators via Dynamic Programming.
CoRR
Germain Vivier-Ardisson, Michael Eli Sander, Axel Parmentier, Mathieu Blondel
2025 J jnl
Aircraft routing: periodicity and complexity.
CoRR
Frédéric Meunier, Axel Parmentier, Nour El Houda Tellache
2025 — conf
Learning Primal Heuristics for 0-1 Knapsack Interdiction Problems.
CPAIOR (1)
Luca Ferrarini, Stefano Gualandi, Letizia Moro, Axel Parmentier
2025 J jnl
Learning structured approximations of combinatorial optimization problems.
Open J. Math. Optim.
Axel Parmentier
2025 J jnl
Learning with Local Search MCMC Layers.
CoRR
Germain Vivier-Ardisson, Mathieu Blondel, Axel Parmentier
2025 J jnl
Preference-aware compensation policies for crowdsourced on-demand services.
CoRR
Georgina Nouli, Axel Parmentier, Maximilian Schiffer
2025 J jnl
Primal-dual algorithm for contextual stochastic combinatorial optimization.
CoRR
Louis Bouvier, Thibault Prunet, Vincent Leclère, Axel Parmentier
2025 J jnl
Structured Reinforcement Learning for Combinatorial Decision-Making.
CoRR
Heiko Hoppe, Léo Baty, Louis Bouvier, Axel Parmentier, Maximilian Schiffer
2025 A* conf
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning.
ICLR
Kai Jungel, Dario Paccagnan, Axel Parmentier, Maximilian Schiffer
2024 A* conf
CF-OPT: Counterfactual Explanations for Structured Prediction.
ICML
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
CF-OPT: Counterfactual Explanations for Structured Prediction.
CoRR
Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows.
Transp. Sci.
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
2024 A* conf
DistrictNet: Decision-aware learning for geographical districting.
NeurIPS
Cheikh Ahmed, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
DistrictNet: Decision-aware learning for geographical districting.
CoRR
Cheikh Ahmed, Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 — conf
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles.
CPAIOR (1)
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2024 J jnl
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems.
CoRR
Pierre-Cyril Aubin-Frankowski, Yohann de Castro, Axel Parmentier, Alessandro Rudi
2024 J jnl
Linear Lexicographic Optimization and Preferential Bidding System.
Transp. Sci.
Nour El Houda Tellache, Frédéric Meunier, Axel Parmentier
2024 A* conf
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs.
ICML
Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
2024 J jnl
Solving a Continent-Scale Inventory Routing Problem at Renault.
Transp. Sci.
Louis Bouvier, Guillaume Dalle, Axel Parmentier, Thibaut Vidal
2024 J jnl
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning.
CoRR
Kai Jungel, Dario Paccagnan, Axel Parmentier, Maximilian Schiffer
2023 J jnl
Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows.
CoRR
Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer
2023 J jnl
Electric Vehicle Fleets: Scalable Route and Recharge Scheduling Through Column Generation.
Transp. Sci.
Axel Parmentier, Rafael Martinelli, Thibaut Vidal
2023 A* conf
Explainable Data-Driven Optimization: From Context to Decision and Back Again.
ICML
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2023 J jnl
Explainable Data-Driven Optimization: From Context to Decision and Back Again.
CoRR
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2023 J jnl
Future memories are not needed for large classes of POMDPs.
Oper. Res. Lett.
Victor Cohen, Axel Parmentier
2023 J jnl
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control.
CoRR
Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal
2023 J jnl
Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs.
CoRR
Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier
2023 J jnl
Structured learning based heuristics to solve the single machine scheduling problem with release times and sum of completion times.
Eur. J. Oper. Res.
Axel Parmentier, Vincent T'kindt
2022 J jnl
Learning to Approximate Industrial Problems by Operations Research Classic Problems.
Oper. Res.
Axel Parmentier
2022 J jnl
Learning with Combinatorial Optimization Layers: a Probabilistic Approach.
CoRR
Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier
2022 J jnl
Robust Counterfactual Explanations for Random Forests.
CoRR
Alexandre Forel, Axel Parmentier, Thibaut Vidal
2021 J jnl
Learning structured approximations of operations research problems.
CoRR
Axel Parmentier
2021 J jnl
Learning to solve the single machine scheduling problem with release times and sum of completion times.
CoRR
Axel Parmentier, Vincent T'kindt
2021 A* conf
Optimal Counterfactual Explanations in Tree Ensembles.
ICML
Axel Parmentier, Thibaut Vidal
2021 J jnl
Optimal Counterfactual Explanations in Tree Ensembles.
CoRR
Axel Parmentier, Thibaut Vidal
2020 J jnl
Integer Programming on the Junction Tree Polytope for Influence Diagrams.
INFORMS J. Optim.
Axel Parmentier, Victor Cohen, Vincent Leclère, Guillaume Obozinski, Joseph Salmon
2020 J jnl
Shift Planning Under Delay Uncertainty at Air France: A Vehicle-Scheduling Problem with Outsourcing.
Transp. Sci.
Julie Poullet, Axel Parmentier
2019 J jnl
Algorithms for non-linear and stochastic resource constrained shortest path.
Math. Methods Oper. Res.
Axel Parmentier
2019 J jnl
Two generalizations of Markov blankets.
CoRR
Victor Cohen, Axel Parmentier
2017 J jnl
A mathematical framework for delay analysis in single source networks.
Networks Heterog. Media
Samitha Samaranayake, Axel Parmentier, Ethan Xuan, Alexandre M. Bayen
2017 B conf
Learning When to Use a Decomposition.
CPAIOR
Markus Kruber, Marco E. Lübbecke, Axel Parmentier
2015 C conf
A mathematical framework for delay analysis in single source networks.
ACC
Axel Parmentier, Samitha Samaranayake, Yiguang Xuan, Alexandre M. Bayen
2015 J jnl
Algorithms for Non-Linear and Stochastic Resource Constrained Shortest Paths.
CoRR
Axel Parmentier
2015 — conf
Solving the user equilibrium departure time problem at an off-ramp with incentive compatible cost functions.
ECC
Samitha Samaranayake, Axel Parmentier, Yiguang Xuan, Alexandre M. Bayen
2014 J jnl
Stochastic Shortest Paths and Risk Measures.
CoRR
Axel Parmentier, Frédéric Meunier