Batch Bayesian optimization using multi-scale search.
Tinu Theckel JoySantu RanaSunil GuptaSvetha VenkateshPublished in: Knowl. Based Syst. (2020)
Keyphrases
- multiscale
- search algorithm
- search space
- bayesian networks
- evolutionary algorithm
- search strategy
- optimization problems
- data driven
- information seeking
- search strategies
- optimization method
- optimization algorithm
- maximum likelihood
- wavelet transform
- image processing
- genetic algorithm
- neural network
- multiple scales
- optimization process
- posterior distribution
- search queries
- coarse to fine
- solution space
- global optimization
- image representation