Taking another step: A simple approach to high-dimensional Bayesian optimization.
Yuqian GuiDawei ZhanTianrui LiPublished in: Inf. Sci. (2024)
Keyphrases
- high dimensional
- global optimization
- similarity search
- optimization process
- multi dimensional
- low dimensional
- optimization algorithm
- optimization method
- high dimensionality
- monte carlo sampling
- neural network
- high dimensional problems
- single step
- bayesian estimation
- bayesian learning
- optimization model
- posterior distribution
- variable selection
- metric space
- model selection
- optimization problems
- preprocessing