Learning to Compose Domain-Specific Transformations for Data Augmentation.
Alexander J. RatnerHenry R. EhrenbergZeshan HussainJared DunnmonChristopher RéPublished in: CoRR (2017)
Keyphrases
- domain specific
- data sets
- database
- domain independent
- data collection
- data analysis
- prior knowledge
- image data
- background knowledge
- input data
- data points
- data quality
- data sources
- raw data
- learning process
- high quality
- computer systems
- synthetic data
- learning algorithm
- small number
- active learning
- data distribution
- domain experts
- bayesian methods
- data objects
- learning models
- learning systems
- high dimensional data
- statistical analysis
- data mining techniques
- general purpose
- end users
- training data
- social networks