Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces.
Leonard PapenmeierLuigi NardiMatthias PoloczekPublished in: NeurIPS (2022)
Keyphrases
- bayesian networks
- optimization algorithm
- data driven
- optimization method
- constrained optimization
- global optimization
- decision theory
- optimization model
- bayesian methods
- optimization process
- bayesian decision
- machine learning
- optimization methods
- original data
- combinatorial optimization
- feature space
- learning algorithm