Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors.
Taehyung KwonJihoon KoJinhong JungJun-Gi JangKijung ShinPublished in: KDD (2024)
Keyphrases
- high order
- data compression
- tensor decomposition
- higher order
- wavelet compression
- compression algorithm
- low order
- pairwise
- arithmetic coding
- data reduction
- compression scheme
- markov random field
- compression ratio
- compressed data
- bayesian logistic regression
- tensor analysis
- huffman coding
- partial differential equations
- sparse representation
- multiresolution
- lower order
- high dimensional
- decision trees
- lossless data compression