Kernel Methods Through the Roof: Handling Billions of Points Efficiently.
Giacomo MeantiLuigi CarratinoLorenzo RosascoAlessandro RudiPublished in: NeurIPS (2020)
Keyphrases
- kernel methods
- kernel function
- machine learning
- learning problems
- support vector
- kernel matrix
- feature space
- support vector machine
- learning tasks
- high dimensional feature space
- point sets
- kernel fisher discriminant analysis
- point cloud
- multiple kernel
- neural network
- multiple kernel learning
- similarity function
- data points
- kernel pca
- linear combination
- kernel matrices