Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion.
Quanming YaoJames T. KwokPublished in: IEEE Trans. Knowl. Data Eng. (2019)
Keyphrases
- trace norm
- structure tensor
- small scale
- higher order
- singular value decomposition
- frobenius norm
- real life
- projection matrices
- tensor factorization
- high order
- missing values
- low rank
- real world
- symmetric positive definite
- tensor decomposition
- singular values
- diffusion tensor
- point correspondences
- missing data
- dimensionality reduction
- matrix completion
- least squares
- optical flow
- similarity measure
- neural network
- singular vectors
- data sets