When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation.
Ehsan KamallooMehdi RezagholizadehAli GhodsiPublished in: CoRR (2022)
Keyphrases
- raw data
- high quality
- synthetic data
- application domains
- data collection
- training data
- data quality
- information systems
- database
- knowledge discovery
- prior knowledge
- data processing
- experimental data
- image data
- original data
- databases
- data sets
- data distribution
- missing values
- data mining techniques
- complex data
- high dimensional data
- computer systems
- input data
- end users
- social media
- data analysis
- data structure
- machine learning
- real time