Warm starting Bayesian optimization.
Matthias PoloczekJialei WangPeter I. FrazierPublished in: WSC (2016)
Keyphrases
- optimization algorithm
- optimization problems
- starting point
- data sets
- optimization process
- bayesian inference
- constrained optimization
- bayesian networks
- global optimization
- data driven
- monte carlo sampling
- optimization model
- evolutionary algorithm
- data mining
- neural network
- databases
- maximum likelihood
- optimization method
- combinatorial optimization
- probabilistic model
- posterior probability
- posterior distribution
- database systems
- discrete optimization