Bayesian Optimization with Tree-structured Dependencies.
Rodolphe JenattonCédric ArchambeauJavier GonzálezMatthias W. SeegerPublished in: ICML (2017)
Keyphrases
- tree models
- optimization algorithm
- tree structure
- efficient optimization
- optimization problems
- tree structured data
- binary tree
- model selection
- optimization process
- global optimization
- bayesian learning
- mathematical programming
- combinatorial optimization
- dependency analysis
- tree construction
- decision theory
- optimization methods
- data sets
- hierarchical structure
- index structure
- data driven
- evolutionary algorithm
- bayesian networks
- learning algorithm
- machine learning
- real world