Data augmentation in Bayesian neural networks and the cold posterior effect.
Seth NabarroStoil GanevAdrià Garriga-AlonsoVincent FortuinMark van der WilkLaurence AitchisonPublished in: CoRR (2021)
Keyphrases
- neural network
- data sets
- data processing
- statistical analysis
- database
- high quality
- data analysis
- artificial neural networks
- synthetic data
- training data
- data sources
- raw data
- data distribution
- data points
- computer systems
- data collection
- original data
- input data
- image data
- probability distribution
- relational databases
- pattern recognition
- machine learning
- end users
- learning algorithm
- experimental data
- genetic algorithm
- missing values
- databases
- data objects
- bayesian inference
- gaussian process
- survey data