HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.
Jinqi XiaoChengming ZhangYu GongMiao YinYang SuiLizhi XiangDingwen TaoBo YuanPublished in: CoRR (2023)
Keyphrases
- low rank
- neural network
- missing data
- matrix completion
- matrix factorization
- convex optimization
- linear combination
- rank minimization
- semi supervised
- singular value decomposition
- low rank matrix
- high dimensional data
- high order
- matrix decomposition
- low rank matrices
- trace norm
- image compression
- pattern recognition
- singular values
- non rigid structure from motion
- robust principal component analysis
- minimization problems
- subband
- nearest neighbor
- wavelet transform
- learning process
- image processing
- low rank and sparse
- feature selection