Pre-training helps Bayesian optimization too.
Zi WangGeorge E. DahlKevin SwerskyChansoo LeeZelda MarietZachary NadoJustin GilmerJasper SnoekZoubin GhahramaniPublished in: CoRR (2022)
Keyphrases
- optimization problems
- bayesian learning
- training algorithm
- global optimization
- bayesian estimation
- constrained optimization
- supervised learning
- online learning
- optimization methods
- training examples
- efficient optimization
- structured prediction
- maximum entropy
- test set
- database
- active learning
- search algorithm
- bayesian networks
- database systems
- learning algorithm
- genetic algorithm