An Entropy Search Portfolio for Bayesian Optimization.
Bobak ShahriariZiyu WangMatthew W. HoffmanAlexandre Bouchard-CôtéNando de FreitasPublished in: CoRR (2014)
Keyphrases
- search algorithm
- optimization algorithm
- search strategy
- information theoretic
- search space
- solution space
- bayesian networks
- optimization process
- information theory
- search methods
- maximum likelihood
- decision making
- heuristic search
- search strategies
- mutual information
- information entropy
- random search
- efficient optimization