Kotthoff, Lars

1. Algorithm Selection for Combinatorial Search Problems: A Survey
   2012/10/30 by Kotthoff, Lars · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
2. ASlib: A Benchmark Library for Algorithm Selection
   2015/06/08 by Bischl, Bernd, Kerschke, Pascal, Kotthoff, Lars +8 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Bayesian Optimization in Materials Science: A Survey
   2021/07/29 by Kotthoff, Lars, Wahab, Hud, Johnson, Patrick · 2 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
4. Machine learning for constraint solver design -- A case study for the alldifferent constraint
   2010/08/25 by Ian P. Gent, Gent, Ian, Lars Kotthoff +5 · 1 citation
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences
5. How explainable are adversarially-robust CNNs?
   2022/05/25 by Mehdi Nourelahi, Nourelahi, Mehdi, Lars Kotthoff +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
6. Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms
   2025/03/20 by Bas van Stein, Anna V. Kononova, van Stein, Niki +5 · 3 citations
   Computer Science · Materials Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Materials Science
7. LLAMA: Leveraging Learning to Automatically Manage Algorithms
   2013/06/05 by Lars Kotthoff, Kotthoff, Lars · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences