Why Normalizing Flows Fail to Detect Out-of-Distribution Data.
Polina KirichenkoPavel IzmailovAndrew Gordon WilsonPublished in: CoRR (2020)
Keyphrases
- data sets
- data distribution
- complex data
- raw data
- probability distribution
- application domains
- spatial data
- data processing
- data sources
- uniformly distributed
- statistical analysis
- data collection
- data mining techniques
- small number
- relational databases
- data structure
- high quality
- training data
- detection algorithm
- high dimensional data
- synthetic data
- website
- experimental data
- learning algorithm
- machine learning
- data objects
- automatic detection
- neural network
- databases