Does Data Augmentation Lead to Positive Margin?
Shashank RajputZhili FengZachary B. CharlesPo-Ling LohDimitris S. PapailiopoulosPublished in: ICML (2019)
Keyphrases
- data analysis
- data sets
- data collection
- data sources
- data processing
- knowledge discovery
- image data
- high quality
- synthetic data
- end users
- original data
- noisy data
- application domains
- statistical analysis
- database
- data quality
- complex data
- training data
- neural network
- correlation analysis
- data mining techniques
- big data
- missing values
- test data
- data distribution
- high dimensional
- feature space
- objective function
- real time