Smart Augmentation - Learning an Optimal Data Augmentation Strategy.
Joseph LemleyShabab BazrafkanPeter CorcoranPublished in: CoRR (2017)
Keyphrases
- database
- raw data
- data analysis
- image data
- original data
- data sets
- synthetic data
- data collection
- small number
- prior knowledge
- noisy data
- data distribution
- missing data
- background knowledge
- statistical analysis
- online learning
- learning process
- learning algorithm
- knowledge discovery
- data sources
- data objects
- active learning
- bayesian networks
- experimental data
- sensor data
- learning mechanism
- accurate models
- learning systems
- data mining techniques
- worst case
- supervised learning
- dynamic programming
- association rules
- high quality
- machine learning
- data mining
- databases