Efficient Bayesian Optimization for Uncertainty Reduction Over Perceived Optima Locations.
Vu NguyenSunil GuptaSantu RanaMy ThaiCheng LiSvetha VenkateshPublished in: ICDM (2019)
Keyphrases
- optimization algorithm
- bayesian networks
- evolutionary algorithm
- efficient optimization
- decision theory
- constrained optimization
- combinatorial optimization
- posterior distribution
- global optima
- data sets
- robust optimization
- optimization process
- optimization methods
- global optimization
- maximum likelihood
- data driven
- optimization problems
- optimal solution
- neural network