Drug repositioning based on bounded nuclear norm regularization.
Mengyun YangHuimin LuoYaohang LiJianxin WangPublished in: Bioinform. (2019)
Keyphrases
- norm regularization
- convex optimization
- canonical correlation analysis
- regularization methods
- matrix completion
- total variation
- group lasso
- sparse representation
- loss function
- multiple kernel learning
- regression model
- max margin
- multi class
- inverse problems
- feature selection
- learning problems
- low rank
- image restoration
- denoising
- least squares
- data sets
- variable selection
- edge preserving
- multi task
- kernel learning
- linear combination