Why Normalizing Flows Fail to Detect Out-of-Distribution Data.
Polina KirichenkoPavel IzmailovAndrew Gordon WilsonPublished in: NeurIPS (2020)
Keyphrases
- data sets
- data distribution
- uniformly distributed
- data collection
- data analysis
- historical data
- complex data
- raw data
- sensor data
- synthetic data
- training data
- data processing
- probability distribution
- database
- data sources
- high dimensional data
- statistical analysis
- detection method
- end users
- missing data
- spatial data
- application domains
- experimental data
- web pages
- prior knowledge
- original data
- noisy data
- xml documents
- data structure
- image data