Towards Automatic Bayesian Optimization: A first step involving acquisition functions.
Eduardo C. Garrido-MerchánLuis C. Jariego PérezPublished in: CoRR (2020)
Keyphrases
- optimization algorithm
- global optimization
- constrained optimization
- optimization problems
- post processing
- neural network
- bayesian analysis
- optimal design
- optimization method
- efficient optimization
- gaussian processes
- monte carlo sampling
- bayesian estimation
- preprocessing step
- maximum likelihood
- data driven
- artificial neural networks
- multiscale
- image sequences