Practical Batch Bayesian Optimization for Less Expensive Functions.
Vu NguyenSunil GuptaSantu RanaCheng LiSvetha VenkateshPublished in: CoRR (2018)
Keyphrases
- global optimization
- bayesian networks
- optimization algorithm
- efficient optimization
- optimization problems
- constrained optimization
- optimization process
- monte carlo sampling
- bayesian learning
- gaussian processes
- computationally expensive
- error prone
- real time
- maximum likelihood
- artificial intelligence
- genetic algorithm
- real world
- data sets