Implicit adversarial data augmentation and robustness with Noise-based Learning.
Priyadarshini PandaKaushik RoyPublished in: Neural Networks (2021)
Keyphrases
- data sets
- noisy data
- data collection
- prior knowledge
- data analysis
- high quality
- learning tasks
- input data
- raw data
- data distribution
- learning systems
- computer systems
- small number
- data points
- learned models
- learning algorithm
- training data
- experimental data
- background knowledge
- data structure
- learning process
- data sources
- supervised learning
- spatial data
- probability distribution
- image data
- original data
- human experts
- reinforcement learning
- multi agent
- knowledge acquisition
- data mining techniques
- missing data
- database
- synthetic data
- training examples
- data processing
- xml documents