Vidal, Thibaut
- A Survey of Contextual Optimization Methods for Decision Making under Uncertainty
2023/06/17 by Utsav Sadana, Sadana, Utsav, Abhilash Chenreddy +9 · 25 citations
Computer Science · Decision Sciences · #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- A concise guide to existing and emerging vehicle routing problem\n variants
2019/06/16 by Thibaut Vidal, Vidal, Thibaut, Laporte, Gilbert +2 · 8 citations
Engineering · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Transportation and Mobility Innovations #Urban and Freight Transport Logistics #Vehicle Routing Optimization Methods
- Heuristics for vehicle routing problems: Sequence or set optimization?
2018/03/16 by Toffolo, Túlio A. M., Vidal, Thibaut, Wauters, Tony · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC)
- PILS: Exploring high-order neighborhoods by pattern mining and injection
2019/12/24 by Arnold, Florian, Santana, Ítalo, Sörensen, Kenneth +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Explainable Data-Driven Optimization: From Context to Decision and Back Again
2023/01/24 by Forel, Alexandre, Parmentier, Axel, Vidal, Thibaut · 4 citations
#68T37(Primary) #90-10 (Secondary) #FOS: Computer and information sciences #FOS: Mathematics #I.2.8 #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Arc Routing with Time-Dependent Travel Times and Paths
2020/04/29 by Vidal, Thibaut, Martinelli, Rafael, Pham, Tuan Anh +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control
2023/02/08 by Jungel, Kai, Parmentier, Axel, Schiffer, Maximilian +1 · 4 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Electric Vehicle Fleets: Scalable Route and Recharge Scheduling through Column Generation
2021/04/08 by Axel Parmentier, Rafael Martinelli, Parmentier, Axel +3 · 2 citations
Engineering · #Electric Vehicles and Infrastructure #FOS: Mathematics #Optimization and Control (math.OC) #Transportation and Mobility Innovations #Vehicle Routing Optimization Methods
- Community Detection in the Stochastic Block Model by Mixed Integer Programming
2021/01/26 by Serrano, Breno, Vidal, Thibaut · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Optimal Counterfactual Explanations in Tree Ensembles
2021/06/11 by Axel Parmentier, Parmentier, Axel, Thibaut Vidal +1 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications
- Optimal Decision Diagrams for Classification
2022/05/28 by Alexandre M. Florio, Pedro Martins, Florio, Alexandre M. +7 · 2 citations
Computer Science · #68T99 #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Exponential-Size Neighborhoods for the Pickup-and-Delivery Traveling Salesman Problem
2021/07/12 by Toni Pacheco, Rafael Martinelli, Pacheco, Toni +7 · 2 citations
Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #Transportation and Mobility Innovations #Urban and Freight Transport Logistics #Vehicle Routing Optimization Methods
- Support Vector Machines with the Hard-Margin Loss: Optimal Training via Combinatorial Benders' Cuts
2022/07/15 by Ítalo Santana, Breno Serrano, Santana, Ítalo +5 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill?
2022/09/09 by Santana, Ítalo, Lodi, Andrea, Vidal, Thibaut · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Regularization and Optimization in Model-Based Clustering
2023/02/05 by Raphael Araujo Sampaio, Joaquim Dias Garcia, Sampaio, Raphael Araujo +5 · 2 citations
Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
- Separable Convex Optimization with Nested Lower and Upper Constraints
2017/03/04 by Thibaut Vidal, Vidal, Thibaut, Daniel Gribel +3 · 1 citation
Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Assortative-Constrained Stochastic Block Models
2020/04/21 by Gribel, Daniel, Vidal, Thibaut, Gendreau, Michel · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- A study on exponential-size neighborhoods for the bin packing problem\n with conflicts
2017/05/23 by Renatha Capua, Capua, Renatha, Yuri Frota +5 · 1 citation
Decision Sciences · Engineering · #Advanced Manufacturing and Logistics Optimization #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Packing Problems #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods
- Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles
2022/05/27 by Alexandre Forel, Forel, Alexandre, Axel Parmentier +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC)
- Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem
2022/09/12 by Breno Serrano, Serrano, Breno, Stefan Minner +5 · 1 citation
Decision Sciences · Economics, Econometrics and Finance · #Economic and Environmental Valuation #Efficiency Analysis Using DEA #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Risk and Portfolio Optimization
- Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
2024/08/28 by Youssouf Emine, Emine, Youssouf, Alexandre Forel +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #FOS: Mathematics #Insect and Arachnid Ecology and Behavior #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- CF-OPT: Counterfactual Explanations for Structured Prediction
2024/05/28 by Germain Vivier--Ardisson, Vivier-Ardisson, Germain, Alexandre Forel +5 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Solving a Continent-Scale Inventory Routing Problem at Renault
2022/09/01 by Bouvier, Louis, Dalle, Guillaume, Parmentier, Axel +1 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing
2024/02/06 by Greif, Toni, Bouvier, Louis, Flath, Christoph M. +3 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Single- vs. Dual-Policy Reinforcement Learning for Dynamic Bike Rebalancing
2024/02/05 by Jiaqi Liang, Liang, Jiaqi, Defeng Liu +6 · 1 citation
Engineering · Social Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Smart Parking Systems Research #Transportation Planning and Optimization #Transportation and Mobility Innovations
- Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization
2025/02/07 by Lucas Langlade, Langlade, Lucas, Julien Ferry +5 · 1 citation
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Advanced Graph Theory Research #Auction Theory and Applications #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG)
- Dual Policy Reinforcement Learning for Real-time Rebalancing in Bike-sharing Systems
2024/06/02 by Liang, Jiaqi, Liu, Defeng, Jena, Sanjay Dominik +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)