Joint Entropy Search For Maximally-Informed Bayesian Optimization.
Carl HvarfnerFrank HutterLuigi NardiPublished in: CoRR (2022)
Keyphrases
- search algorithm
- global search
- search efficiency
- global optimization
- joint optimization
- bayesian decision
- search strategy
- information theoretic
- optimization algorithm
- information seeking
- nearest neighbor
- information entropy
- search space
- random search
- maximum likelihood
- solution space
- search queries
- mutual information
- optimization model
- bayesian networks