Automating Bayesian optimization with Bayesian optimization.
Gustavo MalkomesRoman GarnettPublished in: NeurIPS (2018)
Keyphrases
- bayesian networks
- optimization problems
- optimization algorithm
- artificial neural networks
- maximum likelihood
- global optimization
- data driven
- posterior probability
- monte carlo sampling
- efficient optimization
- discrete optimization
- constrained optimization
- joint optimization
- bayesian decision
- information retrieval
- gaussian processes
- optimization process
- optimization methods
- maximum entropy
- linear programming