Bayesian Optimization with Cost-varying Variable Subsets.
Sebastian TayChuan Sheng FooDaisuke UranoRichalynn LeongBryan Kian Hsiang LowPublished in: NeurIPS (2023)
Keyphrases
- decision variables
- optimization algorithm
- optimization process
- efficient optimization
- optimization problems
- optimization method
- global optimization
- discrete optimization
- high cost
- total cost
- cost sensitive
- categorical variables
- optimization model
- learning algorithm
- maximum likelihood
- objective function
- bayesian networks
- database systems