Improving Automated Hyperparameter Optimization with Case-Based Reasoning.
Maximilian HoffmannRalph BergmannPublished in: ICCBR (2022)
Keyphrases
- database
- case based reasoning
- optimization algorithm
- discrete optimization
- semi automated
- decision support system
- computer aided
- global optimization
- case base
- case base maintenance
- gaussian processes
- optimization process
- fully automated
- prior knowledge
- expert systems
- optimization methods
- knowledge engineering
- optimization problems
- probabilistic model
- constrained optimization
- artificial neural networks
- decision trees