Trusted-maximizers entropy search for efficient Bayesian optimization.
Quoc Phong NguyenZhaoxuan WuBryan Kian Hsiang LowPatrick JailletPublished in: UAI (2021)
Keyphrases
- bayesian learning
- search algorithm
- efficient search
- optimization algorithm
- search strategy
- search strategies
- fine tuning
- cost effective
- information theoretic
- global optimization
- information theory
- efficient optimization
- efficient indexing
- search efficiency
- global search
- optimization method
- mutual information
- information seeking
- search methods
- search tools
- indexing structure
- computationally efficient
- search space
- information retrieval
- neural network