Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect.
Lorenzo NociKevin RothGregor BachmannSebastian NowozinThomas HofmannPublished in: NeurIPS (2021)
Keyphrases
- data sets
- training data
- probability distribution
- prior knowledge
- statistical analysis
- synthetic data
- database
- data processing
- high quality
- data structure
- raw data
- experimental data
- spatial data
- high dimensional data
- computer systems
- data collection
- end users
- noisy data
- data sources
- data analysis
- machine learning
- neural network
- original data
- prior information
- data quality
- small number
- knowledge discovery
- data points
- probabilistic model
- bayesian networks