Multi-objective machine training based on Bayesian hyperparameter tuning.
Pedro J. ZufiriaCarlos BorrajoMiguel TaiboPublished in: IJCNN (2023)
Keyphrases
- multi objective
- gaussian processes
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- particle swarm optimization
- training algorithm
- test set
- multiobjective optimization
- learning machines
- multi objective evolutionary algorithms
- training set
- objective function
- genetic algorithm
- training examples
- multi objective optimization problems
- training process
- nsga ii
- multiple objectives
- multi objective evolutionary
- optimum design
- pareto optimal
- bayesian inference
- training samples
- online learning
- trade off
- bayesian networks
- training data