A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments.
Randall BalestrieroIshan MisraYann LeCunPublished in: CoRR (2022)
Keyphrases
- data sets
- data samples
- data processing
- statistical analysis
- data analysis
- raw data
- database
- data structure
- experimental data
- data points
- data collection
- data quality
- test data
- active learning
- prior knowledge
- high quality
- computer systems
- training examples
- sample size
- end users
- original data
- database systems
- sample points