Geometric instability of out of distribution data across autoencoder architecture.
Susama AgarwalaBenjamin DeesCorey LowmanPublished in: CoRR (2022)
Keyphrases
- data sets
- data distribution
- original data
- data analysis
- raw data
- probability distribution
- data processing
- database
- historical data
- training data
- high quality
- data sources
- synthetic data
- data collection
- uniformly distributed
- statistical analysis
- input data
- small number
- prior knowledge
- experimental data
- multimedia data
- data structure
- data quality
- clustering algorithm
- data mining