Optimizing sparse tensor times matrix on GPUs.
Yuchen MaJiajia LiXiaolong WuChenggang YanJimeng SunRichard W. VuducPublished in: J. Parallel Distributed Comput. (2019)
Keyphrases
- tensor decomposition
- tensor factorization
- singular vectors
- coefficient matrix
- trace norm
- singular value decomposition
- sparse matrix
- high order
- singular values
- low rank
- general purpose
- projection matrices
- structure tensor
- auxiliary information
- factorization method
- negative matrix factorization
- high dimensional
- matrix factorization
- frobenius norm
- dimensionality reduction
- linear algebra
- compressive sensing
- rank minimization
- higher order
- sparse representation
- symmetric positive definite
- computational power
- sparse data
- diffusion tensor
- parallel processing
- low rank matrix
- low rank approximation
- positive semi definite
- pairwise
- tag recommendation