Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces.
Leonard PapenmeierLuigi NardiMatthias PoloczekPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- data driven
- optimization method
- global optimization
- maximum likelihood
- bayesian learning
- constrained optimization
- optimization process
- bayesian networks
- optimization problems
- posterior probability
- efficient optimization
- optimization strategies
- optimization methods
- model selection
- probabilistic model
- multi objective