Bayesian Optimization with Expensive Integrands.
Saul Toscano-PalmerinPeter I. FrazierPublished in: SIAM J. Optim. (2022)
Keyphrases
- discrete optimization
- optimization problems
- optimization algorithm
- global optimization
- efficient optimization
- artificial intelligence
- optimization process
- maximum likelihood
- combinatorial optimization
- data sets
- posterior distribution
- posterior probability
- bayesian inference
- monte carlo sampling
- labor intensive
- computationally intensive
- optimization methods
- data driven
- image sequences
- database systems
- knowledge base
- information retrieval
- neural network
- databases