Unlocking the Global Synergies in Low-Rank Adapters.
Zixi ZhangCheng ZhangXitong GaoRobert D. MullinsGeorge A. ConstantinidesYiren ZhaoPublished in: CoRR (2024)
Keyphrases
- low rank
- matrix factorization
- linear combination
- convex optimization
- missing data
- rank minimization
- matrix completion
- singular value decomposition
- low rank matrix
- semi supervised
- high dimensional data
- kernel matrix
- matrix decomposition
- robust principal component analysis
- singular values
- low rank matrices
- high order
- data matrix
- image processing
- non rigid structure from motion
- small number
- minimization problems
- feature space
- trace norm
- data sets
- image denoising
- natural images
- interior point methods
- low rank approximation
- pattern recognition
- low rank representation