Understanding memory effects in the automated generation of optimized matrix algebra kernels.
Elizabeth R. JessupIan KarlinErik SilkensenGeoffrey BelterJeremy G. SiekPublished in: ICCS (2010)
Keyphrases
- mechanisms underlying
- positive definite
- positive semidefinite
- semi automated
- support vector
- automated analysis
- kernel methods
- feature space
- kernel function
- generation process
- linear combination
- multiple kernel
- dot product
- singular value decomposition
- memory requirements
- data model
- machine learning
- gram matrix
- algebraic expressions