Active and Compact Entropy Search for High-Dimensional Bayesian Optimization.
Run LiYucheng ShiYahong HanYunfeng ShaoMeiyu QiBingshuai LiPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- high dimensional
- search algorithm
- search space
- optimization algorithm
- global search
- search strategies
- feature selection
- mutual information
- user queries
- search queries
- information seeking
- search strategy
- nearest neighbor search
- search efficiency
- efficient optimization
- search tools
- metric space
- solution space
- information theory
- differential evolution
- highly discriminative
- search methods
- optimization method
- genetic algorithm
- similarity search
- high dimensional data
- low dimensional
- optimization problems
- information retrieval systems
- objective function
- metadata
- search engine