Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation.
Zhewei YaoXiaoxia WuCheng LiStephen YounYuxiong HePublished in: AAAI (2024)
Keyphrases
- low rank
- matrix factorization
- convex optimization
- linear combination
- missing data
- matrix completion
- rank minimization
- singular value decomposition
- low rank matrix
- trace norm
- high dimensional data
- matrix decomposition
- high order
- kernel matrix
- semi supervised
- stochastic gradient descent
- low rank matrices
- singular values
- minimization problems
- data sets
- robust principal component analysis
- missing values
- natural images
- non rigid structure from motion
- collaborative filtering
- image processing