HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks.
Jinqi XiaoChengming ZhangYu GongMiao YinYang SuiLizhi XiangDingwen TaoBo YuanPublished in: AAAI (2023)
Keyphrases
- low rank
- neural network
- missing data
- convex optimization
- singular value decomposition
- matrix completion
- matrix factorization
- semi supervised
- linear combination
- low rank matrix
- high order
- rank minimization
- matrix decomposition
- pattern recognition
- high dimensional data
- low rank matrices
- singular values
- data sets
- trace norm
- image compression
- higher order
- total variation
- computer vision
- minimization problems
- nearest neighbor
- collaborative filtering