Robust Entropy Search for Safe Efficient Bayesian Optimization.
Dorina WeichertAlexander KisterSebastian HoubenPatrick LinkGunar ErnisPublished in: CoRR (2024)
Keyphrases
- efficient optimization
- global search
- information theoretic
- computationally efficient
- optimization algorithm
- optimization problems
- search methods
- efficient search
- search efficiency
- global optimization
- search space
- search algorithm
- search procedure
- genetic algorithm
- efficient indexing
- fine tuning
- optimization method
- search strategies
- information theory
- convex optimization
- simulated annealing
- image retrieval
- indexing structure
- bayesian learning
- search strategy
- information retrieval
- image sequences
- mutual information