Domain-Agnostic Batch Bayesian Optimization with Diverse Constraints via Bayesian Quadrature.
Masaki AdachiSatoshi HayakawaXingchen WanMartin JørgensenHarald OberhauserMichael A. OsbornePublished in: CoRR (2023)
Keyphrases
- bayesian networks
- efficient optimization
- bayesian learning
- posterior probability
- maximum likelihood
- bayesian estimation
- bayesian inference
- constrained optimization
- neural network
- bayesian analysis
- data driven
- global optimization
- gaussian processes
- bayesian decision
- bayesian methods
- posterior distribution
- optimization methods
- optimization algorithm
- optimization problems
- domain specific
- evolutionary algorithm
- learning algorithm
- real world