Surrogate Benchmarks for Hyperparameter Optimization.
Katharina EggenspergerFrank HutterHolger H. HoosKevin Leyton-BrownPublished in: MetaSel@ECAI (2014)
Keyphrases
- optimization algorithm
- model selection
- global optimization
- optimization problems
- optimization process
- optimization method
- optimization strategies
- discrete optimization
- artificial intelligence
- bayesian networks
- database systems
- differential evolution
- information systems
- combinatorial optimization
- neural network
- constrained optimization
- databases
- data sets