Accelerated low-rank updates to tensor decompositions.
Muthu Manikandan BaskaranMatthew Harper LangstonTahina RamananandroDavid Bruns-SmithTom HenrettyJames R. EzickRichard LethinPublished in: HPEC (2016)
Keyphrases
- low rank
- trace norm
- singular value decomposition
- high order
- frobenius norm
- tensor decomposition
- matrix decomposition
- matrix completion
- low rank matrix
- missing data
- matrix factorization
- linear combination
- dimensionality reduction
- convex optimization
- semi supervised
- high dimensional data
- rank minimization
- singular values
- kernel matrix
- tensor factorization
- higher order
- low rank matrices
- least squares
- data matrix
- non rigid structure from motion
- pairwise
- minimization problems
- affinity matrix
- multi task
- data representation
- principal component analysis
- nearest neighbor
- high dimensional
- image sequences