Comparison of Bayesian and particle swarm algorithms for hyperparameter optimisation in machine learning applications in high energy physics.
Laurits TaniChristian VeelkenPublished in: Comput. Phys. Commun. (2024)
Keyphrases
- machine learning
- particle swarm
- learning algorithm
- optimization methods
- high energy physics
- evolutionary algorithm
- gaussian processes
- machine learning methods
- optimization method
- data mining
- database
- support vector machine
- optimization problems
- particle swarm optimization algorithm
- binary particle swarm optimization
- optimization strategy
- optimization algorithm
- model selection
- data management
- sensor networks
- decision making