Informing the Use of Hyperparameter Optimization Through Metalearning.
Samantha SandersChristophe G. Giraud-CarrierPublished in: ICDM (2017)
Keyphrases
- optimization algorithm
- global optimization
- discrete optimization
- optimization method
- optimization process
- case study
- meta learning
- model selection
- optimal solution
- evolutionary algorithm
- multi class
- data sets
- gaussian process
- constrained optimization
- gaussian processes
- optimization model
- optimal design
- search engine