Learning Instance-Specific Data Augmentations.
Ning MiaoEmile MathieuYann DuboisTom RainforthYee Whye TehAdam FosterHyunjik KimPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- database
- data analysis
- machine learning
- learning process
- raw data
- data sources
- data processing
- user defined
- synthetic data
- statistical analysis
- human experts
- experimental data
- learning systems
- computer systems
- supervised learning
- learning algorithm
- knowledge discovery
- decision trees
- data points
- high dimensional data
- version space
- databases
- social networks
- sensor data
- background knowledge
- training data
- reinforcement learning
- small number
- data structure
- data collection
- knowledge acquisition
- input data
- domain specific
- image data