Maximizing acquisition functions for Bayesian optimization.
James T. WilsonFrank HutterMarc Peter DeisenrothPublished in: NeurIPS (2018)
Keyphrases
- optimization algorithm
- bayesian networks
- optimization method
- global optimization
- optimization process
- discrete optimization
- maximum likelihood
- monte carlo sampling
- databases
- efficient optimization
- joint optimization
- bayesian learning
- optimization model
- constrained optimization
- optimization methods
- data driven
- multi objective
- support vector