A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices With Missing Entries.
Yiguang LiuYinjie LeiChunguang LiWenzheng XuYifei PuPublished in: IEEE Trans. Image Process. (2015)
Keyphrases
- low rank
- matrix completion
- low rank matrices
- frobenius norm
- missing entries
- decomposition algorithm
- rank minimization
- semi supervised
- singular values
- missing data
- globally optimal
- matrix factorization
- convex optimization
- eigendecomposition
- rows and columns
- low rank approximation
- affinity matrix
- singular value decomposition
- low rank matrix
- high dimensional data
- linear combination
- input data