Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions.
Linjian MaEdgar SolomonikPublished in: CoRR (2021)
Keyphrases
- low rank
- randomized algorithms
- trace norm
- singular value decomposition
- high order
- frobenius norm
- matrix decomposition
- tensor decomposition
- matrix factorization
- matrix completion
- missing data
- convex optimization
- linear combination
- low rank matrix
- rank minimization
- semi supervised
- approximation algorithms
- lower bound
- data matrix
- high dimensional data
- tensor factorization
- singular values
- higher order
- dimensionality reduction
- small number
- practical problems