Fantasizing with Dual GPs in Bayesian Optimization and Active Learning.
Paul E. ChangPrakhar VermaSt JohnVictor PichenyHenry B. MossArno SolinPublished in: CoRR (2022)
Keyphrases
- active learning
- global optimization
- optimization problems
- optimization methods
- optimization algorithm
- learning algorithm
- efficient optimization
- bayesian networks
- learning strategies
- monte carlo sampling
- urban environments
- multipath
- maximum likelihood
- particle swarm optimization
- supervised learning
- semi supervised
- evolutionary algorithm
- optimization process
- constrained optimization
- mobile devices
- selective sampling
- e learning
- machine learning