Dynamic Fidelity Selection for Hyperparameter Optimization.
Shintaro TakenagaYoshihiko OzakiMasaki OnishiPublished in: GECCO Companion (2023)
Keyphrases
- optimization algorithm
- dynamic optimization
- dynamically select
- optimization problems
- dynamic environments
- optimization process
- global optimization
- optimal selection
- fine tuning
- constrained optimization
- hyperparameters
- optimization method
- database
- combinatorial optimization
- gaussian processes
- model selection
- selection criteria
- optimization strategies
- feature selection
- learning algorithm
- real time