Bayesian Optimization in Weakly Specified Search Space.
Vu NguyenSunil GuptaSantu RanaCheng LiSvetha VenkateshPublished in: ICDM (2017)
Keyphrases
- search space
- bayesian networks
- global search
- optimization process
- search algorithm
- random search
- optimization algorithm
- efficient optimization
- machine learning
- combinatorial search
- discrete optimization
- data driven
- optimization problems
- objective function
- posterior probability
- metaheuristic
- search procedure
- maximum likelihood
- reduce the search space
- evolutionary algorithm