Data augmentation in Bayesian neural networks and the cold posterior effect.
Seth NabarroStoil GanevAdrià Garriga-AlonsoVincent FortuinMark van der WilkLaurence AitchisonPublished in: UAI (2022)
Keyphrases
- neural network
- data sets
- database
- training data
- high quality
- complex data
- raw data
- synthetic data
- statistical analysis
- data analysis
- probability distribution
- knowledge discovery
- experimental data
- end users
- data points
- data collection
- computer systems
- prior knowledge
- data mining techniques
- data structure
- spatial data
- network structure
- bayesian networks
- database systems