Lookahead Bayesian Optimization via Rollout: Guarantees and Sequential Rolling Horizons.
Xubo YueRaed Al KontarPublished in: CoRR (2019)
Keyphrases
- global optimization
- bayesian learning
- efficient optimization
- discrete optimization
- optimization problems
- optimization algorithm
- optimization model
- optimization process
- posterior probability
- data sets
- maximum likelihood
- data driven
- bayesian networks
- machine learning
- bayesian inference
- optimal solution
- neural network