CMD: controllable matrix decomposition with global optimization for deep neural network compression.
Haonan ZhangLongjun LiuHengyi ZhouHongbin SunNanning ZhengPublished in: Mach. Learn. (2022)
Keyphrases
- global optimization
- matrix decomposition
- neural network
- low rank
- nonnegative matrix factorization
- singular values
- low rank approximation
- singular value decomposition
- low rank matrix
- particle swarm optimization
- latent structure
- missing data
- matrix factorization
- data summarization
- image compression
- pattern recognition
- data matrix
- convex optimization
- negative matrix factorization
- linear combination
- least squares
- genetic algorithm
- latent variables
- feature space