Matrix completion by Truncated Nuclear Norm Regularization.
Debing ZhangYao HuJieping YeXuelong LiXiaofei HePublished in: CVPR (2012)
Keyphrases
- matrix completion
- norm regularization
- low rank
- singular values
- rank aggregation
- collaborative filtering
- convex relaxation
- incomplete data
- missing data
- matrix factorization
- convex optimization
- linear combination
- theoretical guarantees
- protein interaction networks
- singular value decomposition
- feature extraction
- kernel matrix
- text classification
- small number
- stochastic gradient descent
- semi supervised
- high dimensional