Giga-scale Kernel Matrix-Vector Multiplication on GPU.
Robert HuSiu Lun ChauDino SejdinovicJoan GlaunèsPublished in: NeurIPS (2022)
Keyphrases
- kernel matrix
- kernel methods
- semidefinite programming
- kernel function
- low rank
- metric learning
- feature space
- kernel learning
- input space
- kernel matrices
- model selection
- positive semidefinite
- training samples
- feature vectors
- support vectors
- multi class
- machine learning
- learning tasks
- linear combination
- dimensionality reduction