Towards Automatic Bayesian Optimization: A First Step Involving Acquisition Functions.
Luis C. Jariego PérezEduardo C. Garrido-MerchánPublished in: CAEPIA (2021)
Keyphrases
- efficient optimization
- global optimization
- optimization process
- knowledge base
- discrete optimization
- bayesian networks
- optimization method
- optimization algorithm
- basis functions
- optimization methods
- real time
- post processing
- optimization problems
- website
- data acquisition
- maximum likelihood
- data driven
- bayesian inference
- least squares
- optimization model
- bayesian learning
- artificial intelligence