Safe Augmentation: Learning Task-Specific Transformations from Data.
Irynei BaranOrest KupynArseny KravchenkoPublished in: CoRR (2019)
Keyphrases
- prior knowledge
- data collection
- data sets
- data analysis
- training data
- high quality
- raw data
- databases
- database
- reinforcement learning
- data processing
- data mining techniques
- image data
- active learning
- data objects
- data quality
- probability distribution
- data sources
- learning process
- learning models
- original data
- bayesian methods
- complex data
- statistical methods
- missing data
- high dimensional data
- statistical analysis
- unsupervised learning
- input data
- supervised learning
- small number
- knowledge discovery
- data structure
- data mining
- neural network