Automatic Data Augmentation via Invariance-Constrained Learning.
Ignacio HounieLuiz F. O. ChamonAlejandro RibeiroPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- data sets
- data collection
- database
- synthetic data
- data structure
- data analysis
- raw data
- data sources
- human experts
- high quality
- learning algorithm
- learning systems
- statistical analysis
- data distribution
- experimental data
- sensor data
- data objects
- noisy data
- small number
- online learning
- data mining techniques
- image data
- data points
- training data
- data mining
- data processing
- computer systems
- active learning
- high dimensional
- decision trees
- machine learning
- neural network
- data quality