Canonical Polyadic Decomposition of a Tensor That Has Missing Fibers: A Monomial Factorization Approach.
Mikael SørensenNicholas D. SidiropoulosLieven De LathauwerPublished in: ICASSP (2019)
Keyphrases
- tensor decomposition
- tensor factorization
- low rank
- missing data
- matrix factorization
- canonical form
- high order
- human brain
- brain white matter
- missing values
- data representation
- cross sections
- decomposition algorithm
- white matter
- fiber bundles
- higher order
- diffusion tensor
- auxiliary information
- pairwise
- decomposition method
- structure tensor
- incomplete data
- dt mri
- hardi data
- kronecker product
- negative matrix factorization
- dimensionality reduction
- collaborative filtering