Aardal, Karen
- 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
- An optimal bifactor approximation algorithm for the metric uncapacitated facility location problem
2007/03/02 by Jaroslaw Byrka, Jarosław Byrka, Karen Aardal +2 · 4 citations
Computer Science · #Complexity and Algorithms in Graphs #cs.DS
- 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
- Approximation Algorithms for Hard Capacitated k-facility Location Problems
2013/11/19 by Karen Aardal, Pieter van den Berg, Aardal, Karen +5 · 1 citation
Computer Science · Mathematics · #68W25 (secondary) #90B80 (primary) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #cs.DS #math.OC #msc:68W25 #msc:90B80