HyperUCB: Hyperparameter Optimization Using Contextual Bandits.
Maryam TavakolSebastian MairKatharina MorikPublished in: PKDD/ECML Workshops (1) (2019)
Keyphrases
- optimization algorithm
- optimization problems
- optimization method
- discrete optimization
- global optimization
- contextual information
- case study
- context sensitive
- optimization methods
- real time
- model selection
- machine learning
- database
- combinatorial optimization
- data sets
- optimization process
- constrained optimization
- gaussian processes