Pessimistic asynchronous sampling in high-cost Bayesian optimization.
Amanda A. VolkKristofer G. ReyesJeffrey G. EthierLuke A. BaldwinPublished in: CoRR (2024)
Keyphrases
- high cost
- optimization algorithm
- optimization problems
- monte carlo
- global optimization
- bayesian inference
- random sampling
- monte carlo sampling
- sampling strategy
- markov chain monte carlo
- optimization process
- bayesian networks
- bayesian methods
- objective function
- efficient optimization
- asynchronous communication
- data sets