On Low-Rank Updates to the Singular Value and Tucker Decompositions.
Michael J. O'HaraPublished in: SDM (2010)
Keyphrases
- singular values
- low rank
- singular value decomposition
- matrix decomposition
- tensor decomposition
- singular vectors
- tensor factorization
- matrix completion
- low rank matrix
- matrix factorization
- high order
- linear combination
- rank minimization
- missing data
- kernel matrix
- semi supervised
- convex optimization
- dimensionality reduction
- least squares
- data matrix
- principal component analysis
- high dimensional data
- low rank approximation
- collaborative filtering
- trace norm
- higher order