A Kernel Theory of Modern Data Augmentation.
Tri DaoAlbert GuAlexander J. RatnerVirginia SmithChristopher De SaChristopher RéPublished in: CoRR (2018)
Keyphrases
- data sets
- data collection
- data processing
- raw data
- training data
- data analysis
- database
- original data
- experimental data
- data points
- small number
- background knowledge
- synthetic data
- statistical analysis
- knowledge discovery
- training set
- search engine
- data mining techniques
- image data
- probability distribution
- end users
- theoretical framework
- prior knowledge
- data distribution
- high quality
- data quality
- historical data