A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments.

Randall Balestriero Ishan Misra Yann LeCun

Published 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