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2020 – today
- 2024
[j11]Louis Bouvier
, Guillaume Dalle, Axel Parmentier, Thibaut Vidal:
Solving a Continent-Scale Inventory Routing Problem at Renault. Transp. Sci. 58(1): 131-151 (2024)- [j10]Nour El Houda Tellache, Frédéric Meunier, Axel Parmentier:
Linear Lexicographic Optimization and Preferential Bidding System. Transp. Sci. 58(3): 597-613 (2024) - [j9]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): 708-725 (2024) - [c8]Alexandre Forel, Axel Parmentier, Thibaut Vidal:
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles. CPAIOR (1) 2024: 293-309 - [c7]Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier:
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs. ICML 2024 - [c6]Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal:
CF-OPT: Counterfactual Explanations for Structured Prediction. ICML 2024 - [i14]Germain Vivier-Ardisson, Alexandre Forel, Axel Parmentier, Thibaut Vidal:
CF-OPT: Counterfactual Explanations for Structured Prediction. CoRR abs/2405.18293 (2024) - [i13]Pierre-Cyril Aubin-Frankowski, Yohann De Castro, Axel Parmentier, Alessandro Rudi:
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems. CoRR abs/2407.17200 (2024) - 2023
- [j8]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): 1032-1041 (2023) - [j7]Victor Cohen, Axel Parmentier:
Future memories are not needed for large classes of POMDPs. Oper. Res. Lett. 51(3): 270-277 (2023) - [j6]Axel Parmentier, Rafael Martinelli, Thibaut Vidal:
Electric Vehicle Fleets: Scalable Route and Recharge Scheduling Through Column Generation. Transp. Sci. 57(3): 631-646 (2023) - [c5]Alexandre Forel, Axel Parmentier, Thibaut Vidal:
Explainable Data-Driven Optimization: From Context to Decision and Back Again. ICML 2023: 10170-10187 - [i12]Alexandre Forel, Axel Parmentier, Thibaut Vidal:
Explainable Data-Driven Optimization: From Context to Decision and Back Again. CoRR abs/2301.10074 (2023) - [i11]Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal:
Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control. CoRR abs/2302.03963 (2023) - [i10]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 abs/2304.00789 (2023) - [i9]Francesco Demelas, Joseph Le Roux, Mathieu Lacroix, Axel Parmentier:
Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs. CoRR abs/2310.14659 (2023) - 2022
- [j5]Axel Parmentier:
Learning to Approximate Industrial Problems by Operations Research Classic Problems. Oper. Res. 70(1): 606-623 (2022) - [i8]Alexandre Forel, Axel Parmentier, Thibaut Vidal:
Robust Counterfactual Explanations for Random Forests. CoRR abs/2205.14116 (2022) - [i7]Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier:
Learning with Combinatorial Optimization Layers: a Probabilistic Approach. CoRR abs/2207.13513 (2022) - 2021
- [c4]Axel Parmentier, Thibaut Vidal:
Optimal Counterfactual Explanations in Tree Ensembles. ICML 2021: 8422-8431 - [i6]Axel Parmentier, Vincent T'kindt:
Learning to solve the single machine scheduling problem with release times and sum of completion times. CoRR abs/2101.01082 (2021) - [i5]Axel Parmentier, Thibaut Vidal:
Optimal Counterfactual Explanations in Tree Ensembles. CoRR abs/2106.06631 (2021) - [i4]Axel Parmentier:
Learning structured approximations of operations research problems. CoRR abs/2107.04323 (2021) - 2020
- [j4]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): 209-228 (2020) - [j3]Julie Poullet, Axel Parmentier:
Shift Planning Under Delay Uncertainty at Air France: A Vehicle-Scheduling Problem with Outsourcing. Transp. Sci. 54(4): 956-972 (2020)
2010 – 2019
- 2019
- [j2]Axel Parmentier:
Algorithms for non-linear and stochastic resource constrained shortest path. Math. Methods Oper. Res. 89(2): 281-317 (2019) - [i3]Victor Cohen, Axel Parmentier:
Two generalizations of Markov blankets. CoRR abs/1903.03538 (2019) - 2017
- [j1]Samitha Samaranayake, Axel Parmentier, Ethan Xuan, Alexandre M. Bayen:
A mathematical framework for delay analysis in single source networks. Networks Heterog. Media 12(1): 113-145 (2017) - [c3]Markus Kruber, Marco E. Lübbecke, Axel Parmentier:
Learning When to Use a Decomposition. CPAIOR 2017: 202-210 - 2015
- [c2]Axel Parmentier, Samitha Samaranayake, Yiguang Xuan, Alexandre M. Bayen:
A mathematical framework for delay analysis in single source networks. ACC 2015: 4603-4609 - [c1]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: 3465-3471 - [i2]Axel Parmentier:
Algorithms for Non-Linear and Stochastic Resource Constrained Shortest Paths. CoRR abs/1504.07880 (2015) - 2014
- [i1]Axel Parmentier, Frédéric Meunier:
Stochastic Shortest Paths and Risk Measures. CoRR abs/1408.0272 (2014)
Coauthor Index
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last updated on 2024-09-10 02:08 CEST by the dblp team
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