Freeze-Thaw Bayesian Optimization.
Kevin SwerskyJasper SnoekRyan Prescott AdamsPublished in: CoRR (2014)
Keyphrases
- optimization problems
- optimization algorithm
- joint optimization
- data driven
- maximum likelihood
- bayesian inference
- constrained optimization
- efficient optimization
- bayesian estimation
- real time
- gaussian processes
- global optimization
- monte carlo methods
- optimal design
- optimization model
- multiple objectives
- maximum entropy
- optimization method
- search space
- artificial neural networks
- bayesian networks
- artificial intelligence
- databases