Bayesian Optimization with Informative Covariance.
Afonso EduardoMichael U. GutmannPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- optimization algorithm
- bayesian networks
- optimization problems
- global optimization
- optimization method
- constrained optimization
- neural network
- monte carlo sampling
- maximum likelihood
- optimal design
- highly informative
- real time
- efficient optimization
- discrete optimization
- evolution strategy
- covariance matrices
- optimization methods
- information content
- maximum entropy
- posterior probability
- multi objective
- information systems
- social networks