Statistically Optimal and Computationally Efficient Low Rank Tensor Completion from Noisy Entries.
Dong XiaMing YuanCun-Hui ZhangPublished in: CoRR (2017)
Keyphrases
- low rank
- computationally efficient
- missing entries
- missing data
- trace norm
- high order
- tensor decomposition
- frobenius norm
- low rank matrix
- matrix completion
- matrix factorization
- convex optimization
- linear combination
- singular value decomposition
- low rank matrices
- rank minimization
- computational complexity
- matrix decomposition
- incomplete data
- higher order
- missing values
- singular values
- high dimensional data
- kernel matrix
- robust principal component analysis
- data matrix
- minimization problems
- structure from motion
- dimensionality reduction
- tensor factorization
- data sets
- auxiliary information
- denoising
- small number