Two-Stage Transfer Surrogate Model for Automatic Hyperparameter Optimization.
Martin WistubaNicolas SchillingLars Schmidt-ThiemePublished in: ECML/PKDD (1) (2016)
Keyphrases
- probabilistic model
- computational model
- formal model
- management system
- mathematical model
- theoretical analysis
- optimization model
- experimental data
- statistical model
- support vector
- neural network
- optimization algorithm
- optimization problems
- semi supervised
- artificial neural networks
- similarity measure
- prediction model
- gaussian processes
- high level