In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization.
Herilalaina RakotoarisonSteven AdriaensenNeeratyoy MallikSamir GaribovEdward BergmanFrank HutterPublished in: CoRR (2024)
Keyphrases
- global optimization
- optimization method
- optimization methods
- optimization problems
- contextual information
- optimization algorithm
- data driven
- model selection
- optimization process
- efficient optimization
- database
- optimization model
- gaussian processes
- combinatorial optimization
- simulated annealing
- cost function
- case study