A Kernel Theory of Modern Data Augmentation.
Tri DaoAlbert GuAlexander RatnerVirginia SmithChris De SaChristopher RéPublished in: ICML (2019)
Keyphrases
- data sets
- data collection
- database
- data processing
- knowledge discovery
- prior knowledge
- input space
- raw data
- data analysis
- experimental data
- background knowledge
- search engine
- small number
- data points
- end users
- high quality
- data structure
- training data
- image data
- probability distribution
- similarity measure
- data distribution
- data acquisition
- neural network
- databases