Mixed variable Bayesian optimization with frequency modulated kernels.
ChangYong OhEfstratios GavvesMax WellingPublished in: UAI (2021)
Keyphrases
- global optimization
- efficient optimization
- feature space
- optimization algorithm
- optimization method
- support vector
- optimization problems
- bayesian learning
- optimization process
- gaussian processes
- optimization methods
- discrete optimization
- constrained optimization
- bayesian networks
- kernel machines
- parameter estimation
- bi level
- objective function