Memory-efficient parallel computation of tensor and matrix products for big tensor decomposition.
Niranjay RavindranNicholas D. SidiropoulosShaden SmithGeorge KarypisPublished in: ACSSC (2014)
Keyphrases
- tensor decomposition
- memory efficient
- parallel computation
- data representation
- parallel algorithm
- auxiliary information
- high order
- integral image
- tensor factorization
- low rank
- parallel processing
- parallel implementation
- parallel computing
- tensor analysis
- decomposition algorithm
- shared memory
- visual data
- convex optimization
- matrix factorization