Sample Efficiency of Data Augmentation Consistency Regularization.
Shuo YangYijun DongRachel WardInderjit S. DhillonSujay SanghaviQi LeiPublished in: AISTATS (2023)
Keyphrases
- data sets
- data analysis
- raw data
- training data
- test data
- spatial data
- data samples
- end users
- small number
- noisy data
- data objects
- data mining techniques
- image data
- prior knowledge
- data structure
- high quality
- sampled data
- knowledge discovery
- databases
- data mining
- search engine
- prior information
- website
- statistical methods
- missing data
- synthetic data
- statistical analysis
- data processing
- database
- data sources