Bayesian Optimization with Expensive Integrands.
Saul Toscano-PalmerinPeter I. FrazierPublished in: CoRR (2018)
Keyphrases
- optimization process
- global optimization
- optimization problems
- bayesian networks
- optimization algorithm
- monte carlo sampling
- optimization methods
- databases
- generative model
- optimization procedure
- posterior distribution
- computationally expensive
- data driven
- prior knowledge
- knowledge base
- artificial intelligence
- learning algorithm
- data mining