Constrained Bayesian Optimization with Noisy Experiments.
Benjamin LethamBrian KarrerGuilherme OttoniEytan BakshyPublished in: CoRR (2017)
Keyphrases
- concave convex procedure
- optimization problems
- discrete optimization
- maximum likelihood
- optimization algorithm
- global optimization
- constrained optimization
- efficient optimization
- optimization methods
- lagrange multipliers
- bayesian estimation
- bayesian learning
- data driven
- bayesian networks
- machine learning
- incomplete data
- bayesian inference
- data sets
- maximum entropy
- search algorithm