Scope of COSEAL

The scope of COSEAL includes, but is not limited to:

  • Algorithm selection
  • Algorithm configuration 
  • Algorithm portfolios
  • Performance predictions and empirical performance models
  • Bayesian optimization
  • Hyperparameter optimization
  • Automated machine learning (AutoML)
  • Neural architecture search
  • Meta-learning
  • Algorithm and parameter control
  • Explorative landscape analysis
  • Programming by optimization
  • Hyper-heuristics