A Study of Bayesian Neural Network Surrogates for Bayesian Optimization.
Yucen Lily LiTim G. J. RudnerAndrew Gordon WilsonPublished in: CoRR (2023)
Keyphrases
- neural network
- maximum likelihood
- bayesian networks
- bayesian learning
- data driven
- genetic algorithm
- artificial neural networks
- empirical studies
- statistical analysis
- decision making
- optimization problems
- simulation study
- posterior distribution
- pattern recognition
- evolutionary algorithm
- information systems
- optimization algorithm
- back propagation
- global optimization
- bayesian methods
- database