Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization.
Yao HuDebing ZhangJieping YeXuelong LiXiaofei HePublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2013)
Keyphrases
- matrix completion
- norm regularization
- low rank
- convex optimization
- canonical correlation analysis
- regularization methods
- singular values
- missing data
- sparse representation
- total variation
- group lasso
- rank aggregation
- missing values
- collaborative filtering
- incomplete data
- singular value decomposition
- loss function
- data sets
- protein interaction networks
- matrix factorization
- pairwise comparison
- high dimensional data
- linear combination
- feature space