BOSH: Bayesian Optimization by Sampling Hierarchically.
Henry B. MossDavid S. LesliePaul RaysonPublished in: CoRR (2020)
Keyphrases
- optimization problems
- discrete optimization
- global optimization
- data driven
- bayesian networks
- random sampling
- bayesian learning
- optimization methods
- optimization method
- maximum likelihood
- optimization process
- training data
- efficient optimization
- machine learning
- gaussian processes
- bayesian decision
- sampling strategies
- monte carlo sampling
- database
- bayesian inference
- image reconstruction
- graphical models
- markov random field
- multi objective
- support vector
- feature selection
- learning algorithm
- genetic algorithm
- neural network