Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel.
ChangYong OhRoberto BondesanEfstratios GavvesMax WellingPublished in: NeurIPS (2022)
Keyphrases
- global optimization
- optimization algorithm
- kernel machines
- gaussian processes
- optimization problems
- efficient optimization
- optimization process
- data driven
- kernel function
- feature space
- representer theorem
- histogram intersection
- optimal kernel
- constrained optimization
- bayesian learning
- posterior distribution
- kernel methods
- maximum likelihood
- high dimensional
- support vector