ε-shotgun: ε-greedy Batch Bayesian Optimisation.
George De AthRichard M. EversonJonathan E. FieldsendAlma As-Aad Mohammad RahatPublished in: CoRR (2020)
Keyphrases
- batch mode
- greedy algorithm
- bayesian estimation
- search algorithm
- feature selection
- genetic algorithm
- bayesian networks
- batch size
- bayesian learning
- real time
- incremental learning
- data driven
- forward selection
- posterior probability
- batch learning
- posterior distribution
- gaussian processes
- bayesian analysis
- neural network
- greedy algorithms
- bayesian inference
- multi objective optimisation
- global optimisation
- greedy heuristic
- bayesian methods
- model selection
- dynamic programming
- active learning
- learning algorithm
- data sets