Bayesian Optimization with Unknown Search Space.
Huong HaSantu RanaSunil GuptaThanh Tang NguyenHung Tran-TheSvetha VenkateshPublished in: NeurIPS (2019)
Keyphrases
- search space
- optimization algorithm
- optimization problems
- global optimization
- global search
- efficient optimization
- bayesian learning
- metaheuristic
- optimization method
- machine learning
- combinatorial search
- bayesian estimation
- evolution strategy
- optimization methods
- bayesian analysis
- search algorithm
- monte carlo sampling
- highly non linear
- bayesian decision
- evolutionary search
- optimization strategies
- discrete optimization
- optimization model
- state space
- bayesian networks
- decision trees
- search engine