Scavuzzo, Lara

1. The Machine Learning for Combinatorial Optimization Competition (ML4CO):\n Results and Insights
   2022/03/04 by Maxime Gasse, Gasse, Maxime, Quentin Cappart +81 · 14 citations
   Engineering · #Optimization and Packing Problems #Vehicle Routing Optimization Methods #Maritime Ports and Logistics
2. Learning to branch with Tree MDPs
   2022/05/23 by Lara Scavuzzo, Feng Yang Chen, Scavuzzo, Lara +11 · 9 citations
   Computer Science · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
3. Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers
   2020/11/11 by Antoine Prouvost, Justin Dumouchelle, Prouvost, Antoine +9 · 8 citations
   Computer Science · #Constraint Satisfaction and Optimization #Artificial Intelligence in Games #Data Management and Algorithms
4. Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming
   2024/02/08 by Lara Scavuzzo, Scavuzzo, Lara, Karen Aardal +5 · 9 citations
   Engineering · Decision Sciences · #Advanced Manufacturing and Logistics Optimization #Optimization and Mathematical Programming #Multi-Criteria Decision Making