Fast Sketching of Polynomial Kernels of Polynomial Degree.
Zhao SongDavid P. WoodruffZheng YuLichen ZhangPublished in: ICML (2021)
Keyphrases
- polynomial kernels
- kernel function
- orthogonal polynomials
- gaussian kernels
- support vector machine
- support vector
- positive semidefinite
- feature space
- linearly separable
- high dimensional feature space
- data sets
- image processing
- machine learning
- multiple kernel learning
- convergence speed
- input space
- learning algorithm
- linear combination
- image features
- knn