Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?
Romain EgeleIsabelle GuyonYixuan SunPrasanna BalaprakashPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- global optimization
- optimization process
- gaussian processes
- optimization problems
- bi level
- data sets
- discrete optimization
- optimization method
- model selection
- support vector
- combinatorial optimization
- case study
- social networks
- gaussian process
- artificial intelligence
- optimal design
- genetic algorithm
- databases