Joint Entropy Search For Maximally-Informed Bayesian Optimization.
Carl HvarfnerFrank HutterLuigi NardiPublished in: NeurIPS (2022)
Keyphrases
- search algorithm
- search space
- joint optimization
- information theoretic
- bayesian networks
- search efficiency
- search queries
- information theory
- search strategy
- optimization algorithm
- global optimization
- global search
- fine tuning
- database
- combinatorial optimization
- data driven
- optimization methods
- search procedure
- constrained optimization
- exhaustive search
- search tools
- optimization problems
- information entropy
- bayesian decision