Automatic Data Augmentation via Invariance-Constrained Learning.
Ignacio HounieLuiz F. O. ChamonAlejandro RibeiroPublished in: ICML (2023)
Keyphrases
- prior knowledge
- data collection
- data points
- data sets
- data sources
- data processing
- learning tasks
- database
- learning process
- complex data
- raw data
- data structure
- training data
- learning algorithm
- data distribution
- high dimensional data
- image data
- small number
- data mining techniques
- experimental data
- hidden variables
- inductive inference
- learning systems
- synthetic data
- statistical analysis
- computer systems
- supervised learning
- active learning
- xml documents
- data analysis
- neural network