Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets.

Robert Underwood Jon C. Calhoun Sheng Di Franck Cappello

Published in: CoRR (2024)

Keyphrases

machine learning
lossy compression
training set
supervised learning
image compression
pattern matching
pattern recognition
data hiding
image quality
bit rate
decision trees
compression ratio
feature space
signal processing
computational complexity
lossless compression
data structure