Maximizing acquisition functions for Bayesian optimization.
James T. WilsonFrank HutterMarc Peter DeisenrothPublished in: CoRR (2018)
Keyphrases
- efficient optimization
- optimization algorithm
- global optimization
- bayesian networks
- bayesian learning
- optimization process
- genetic algorithm
- discrete optimization
- bayesian estimation
- optimization model
- decision making
- real time
- optimization method
- optimization methods
- bayesian inference
- query optimization
- constrained optimization
- data driven
- linear programming
- cost function
- monte carlo sampling