A Truncated Nuclear Norm Regularization Method Based on Weighted Residual Error for Matrix Completion.
Qing LiuZhihui LaiZongwei ZhouFangjun KuangZhong JinPublished in: IEEE Trans. Image Process. (2016)
Keyphrases
- matrix completion
- regularization method
- low rank
- image restoration
- regularization methods
- regularization parameter
- singular values
- rank minimization
- norm minimization
- collaborative filtering
- inverse problems
- rank aggregation
- partial differential equations
- missing data
- matrix factorization
- incomplete data
- convex relaxation
- stochastic gradient descent
- convex optimization
- protein interaction networks
- linear combination
- maximum likelihood
- kernel matrix
- least squares
- missing values
- low rank matrix
- image sequences