Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison.
Simone GöttlichJacob HeieckAndreas NeuenkirchPublished in: CoRR (2024)
Keyphrases
- data compression
- machine learning
- compression algorithm
- data reduction
- compression scheme
- compression ratio
- compressed data
- data points
- huffman coding
- decision trees
- model selection
- data analysis
- high compression
- data mining
- computer vision
- mixed data
- feature selection
- post processing
- knowledge discovery
- wavelet filters
- arithmetic coding