Practical Two-Step Lookahead Bayesian Optimization.
Jian WuPeter I. FrazierPublished in: NeurIPS (2019)
Keyphrases
- efficient optimization
- bayesian networks
- optimization problems
- optimization algorithm
- real world
- discrete optimization
- optimization methods
- optimal design
- constrained optimization
- global optimization
- monte carlo sampling
- bayesian estimation
- maximum likelihood
- information systems
- optimization method
- database
- post processing
- bayesian inference
- posterior distribution
- optimization process
- gaussian processes
- linear programming
- practical problems
- bayesian learning
- preprocessing
- case study
- real time